Intelligent Image-Activated Cell Sorting.

A fundamental challenge of biology is to understand the vast heterogeneity of cells, particularly how cellular composition, structure, and morphology are linked to cellular physiology. Unfortunately, conventional technologies are limited in uncovering these relations. We present a machine-intelligence technology based on a radically different architecture that realizes real-time image-based intelligent cell sorting at an unprecedented rate. This technology, which we refer to as intelligent image-activated cell sorting, integrates high-throughput cell microscopy, focusing, and sorting on a hybrid software-hardware data-management infrastructure, enabling real-time automated operation for data acquisition, data processing, decision-making, and actuation. We use it to demonstrate real-time sorting of microalgal and blood cells based on intracellular protein localization and cell-cell interaction from large heterogeneous populations for studying photosynthesis and atherothrombosis, respectively. The technology is highly versatile and expected to enable machine-based scientific discovery in biological, pharmaceutical, and medical sciences.

Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering.

Combining the strength of flow cytometry with fluorescence imaging and digital image analysis, imaging flow cytometry is a powerful tool in diverse fields including cancer biology, immunology, drug discovery, microbiology, and metabolic engineering. It enables measurements and statistical analyses of chemical, structural, and morphological phenotypes of numerous living cells to provide systematic insights into biological processes. However, its utility is constrained by its requirement of fluorescent labeling for phenotyping. Here we present label-free chemical imaging flow cytometry to overcome the issue. It builds on a pulse pair-resolved wavelength-switchable Stokes laser for the fastest-to-date multicolor stimulated Raman scattering (SRS) microscopy of fast-flowing cells on a 3D acoustic focusing microfluidic chip, enabling an unprecedented throughput of up to ∼140 cells/s. To show its broad utility, we use the SRS imaging flow cytometry with the aid of deep learning to study the metabolic heterogeneity of microalgal cells and perform marker-free cancer detection in blood.

Role of enterocyte-specific gene polymorphisms in response to adjuvant treatment for stage III colorectal cancer.

OBJECTIVES: The enterocyte subtype of colorectal cancer (CRC) responds favorably to oxaliplatin-based adjuvant treatment for stage III CRC. We examined the clinical significance of single-nucleotide polymorphisms (SNPs) in enterocyte-related genes MS4A12 and CDX2 in response to adjuvant treatment for stage III CRC. PATIENTS AND METHODS: A total of 350 patients with stage III CRC were included: 274 received adjuvant treatment with surgical resection (discovery cohort) and 76 received surgery alone (control cohort). In the discovery cohort, 68 patients received FOLFOX and 206 received oral fluoropyrimidine. SNPs were analyzed by PCR-based direct sequencing. RESULTS: In the discovery cohort, the MS4A12 rs4939378 G/G variant was associated with lower 5-year survival than any A allele [70% vs. 90%, univariate: hazard ratio (HR) 2.29, 95% confidence interval (CI) 1.03-5.06, P = 0.035; multivariate: HR 2.58, 95% CI 1.15-5.76, P = 0.021]. Patients with the CDX2 rs3812863 G/G variant had better overall survival than those with any A allele, although this was not significant in multivariate analysis (5 year-survival: 95% vs. 82%, univariate: HR 0.34, 95% CI 0.12-0.97, P = 0.034; multivariate: HR 0.39, 95% CI 0.13-1.11, P = 0.078). The SNPs did not show significant association with overall survival in the control cohort, and significant interaction was observed between MS4A12 genotypes and groups (P = 0.007). CONCLUSIONS: Our findings suggest that MS4A12 and CDX2 gene polymorphisms may predict outcome in stage III CRC. However, the clinical significance of SNPs for response to oxaliplatin may differ by tumor stage.

Epidermal growth factor receptor mRNA expression: A potential molecular escape mechanism from regorafenib.

Regorafenib has improved the survival of patients with refractory metastatic colorectal cancer (mCRC), yet the mechanisms of inherited or acquired resistance are not well understood. A total of 50 patients with refractory mCRC were enrolled. Circulating tumor cell (CTC) enumeration was carried out at baseline, day 21 after initiation of regorafenib, and at the time of progression of disease (PD) using the CellSearch System (Veridex LLC, NJ, USA). Poly(A) mRNA was extracted from CTCs, and gene expression of epithelial and epithelial-mesenchymal transition markers was analyzed by a multiplex-PCR based DNA Chip. Patients with fewer than 3 CTCs at baseline and day 21 had a longer progression-free survival than those with 3 or more CTCs (3.3 vs 2.0 months, P = .008 and 3.3 vs 2.0 months, P = .004, respectively). Patients with fewer than 3 CTCs at baseline and day 21 had a longer overall survival (OS) than those with 3 or more CTCs (10.0 vs 4.6 months, P < .001 and 8.7 vs 3.8 months, P = .003, respectively). In multivariable analysis, CTC counts remained significantly associated with OS at baseline and day 21 (P = .019 and P = .028). Circulating tumor cell EGFR gene expression was upregulated at day 21 and/or PD in 64% of patients. Patients had significantly increased EGFR expression at PD compared to baseline (P = .041) and at day 21 and/or PD compared to baseline (P = .004). Our findings suggest that CTC count and EGFR expression could be useful markers of regorafenib efficacy and outcomes. Upregulation of CTC EGFR expression might be a molecular escape mechanism under regorafenib therapy.

Multicenter phase II study of trastuzumab plus S-1 alone in elderly patients with HER2-positive advanced gastric cancer (JACCRO GC-06).

BACKGROUND: S-1 plus cisplatin is a standard regimen for advanced gastric cancer (AGC) in Asia. The ToGA trial established a fluoropyrimidine plus cisplatin and trastuzumab as a standard treatment for human epidermal growth factor receptor 2 (HER2)-positive AGC. In the HERBIS-1 trial, trastuzumab combined with S-1 plus cisplatin showed promising antitumor activity in patients with HER2-positive AGC. However, cisplatin has several important drawbacks, including vomiting and renal toxicity. These disadvantages of cisplatin are prominent in elderly patients. Therefore, we conducted a prospective phase II study of trastuzumab plus S-1 without cisplatin in elderly patients with HER2-positive AGC. METHODS: Patients 65 years or older who had HER2-positive AGC received S-1 orally on days 1-28 of a 42-day cycle and trastuzumab intravenously on day 1 of a 21-day cycle. RESULTS: A total of 51 patients were enrolled. Two patients were ineligible. The full analysis set thus comprised 49 patients. The median age was 71 years (range 65-85). The confirmed response rate was 40.8% (95% CI 27.1-54.6%), and the null hypothesis was rejected. The median follow-up period was 10.6 months. Median overall survival was 15.8 months. Median progression-free survival was 5.1 months, and time to treatment failure was 4.0 months. Major grade 3 or 4 adverse events included neutropenia (12.0%), anemia (24.0%), diarrhea (10.0%), and anorexia (12.0%). There was one treatment-related death. CONCLUSIONS: Trastuzumab in combination with S-1 alone demonstrated promising antitumor activity and manageable toxic effects as well as promising survival results in elderly patients with HER2-positive AGC. CLINICAL TRIALS REGISTRATION: UMIN000007368.

Correction to: Multicenter phase II study of trastuzumab plus S-1 alone in elderly patients with HER2-positive advanced gastric cancer (JACCRO GC­06).

The correct name of the twelfth author should be ''Yasuhiro Yuasa", and not ''Yasuhiko Yuasa'' as given in the original publication of the article.

Predictive value of TLR7 polymorphism for cetuximab-based chemotherapy in patients with metastatic colorectal cancer.

The TLR7 and TLR9 signalings are implicated in the regulation of the immune system through type-I interferon induction. Preclinical studies have demonstrated the immunomodulatory and antitumor effects of TLR7 and TLR9 agonists in combination with cetuximab. We tested the hypothesis that genetic variations in TLR7 and TLR9 and their downstream molecules IRF5 and IRF7 were associated with outcomes in metastatic colorectal cancer (mCRC) patients receiving cetuximab-based chemotherapy. Six single nucleotide polymorphisms (SNPs) in TLR7, TLR9, IRF5 and IRF7 were tested for the association with RR, PFS, and OS in KRAS-wild type mCRC patients. Patients treated with FOLFIRI + cetuximab or FOLFIRI + bevacizumab in the FIRE-3 trial served as a discovery set (FIRE3-Cet, n = 244) or a control set (FIRE3-Bev, n = 246), respectively. Patients treated with FOLFOX or SOX + cetuximab in the JACCRO-CC05/06 trial served as a validation set (JACCRO, n = 76). Genomic DNA isolated from tumor tissue samples was analyzed by PCR-based direct sequencing. In the discovery cohort, patients with the TLR7 rs3853839 G/G variant showed a trend toward longer PFS than those with any C variants (median 10.0 vs. 11.8 months, HR 1.39, p = 0.092). This preliminary association was confirmed in the validation cohort, and those with the G/G genotype showed a PFS benefit compared with others (univariate: 9.1 vs. 11.6 months, HR 2.04, p = 0.005, multivariate: HR 2.02, 95% CI: 1.14-3.55, p = 0.015). This association was not observed in the control cohort. Our findings suggest that TLR7 rs3853839 predicts the outcome of cetuximab-based chemotherapy in mCRC patients.

A phase I study of S-1 in combination with nab-paclitaxel in patients with unresectable or recurrent gastric cancer.

BACKGROUND: In Japan, S-1, an oral fluoropyrimidine, plus cisplatin is a standard regimen for advanced gastric cancer, whereas nab-paclitaxel is a treatment option. We aimed to evaluate the tolerance, pharmacokinetics, safety, and clinical efficacy of S-1 combined with nab-paclitaxel in patients with advanced gastric cancer in a phase 1 study. METHODS: The primary objective was to determine the maximum tolerated dose (MTD) and recommended dose (RD) of S-1 plus nab-paclitaxel. The study was designed in accordance with a standard 3 + 3 method. Patients received 3-week cycles of treatment. S-1 was administered orally at 80 mg/m2 twice daily for 14 days, and nab-paclitaxel was administered as an intravenous infusion at 180, 220, or 260 mg/m2 on day 1 or 8. RESULTS: Among the 16 patients enrolled, dose-limiting toxicity was observed in one patient at level 2a (S-1 80 mg/m2 twice daily plus nab-paclitaxel 220 mg/m2 on day 1). The MTD was not obtained, but the RD was established as level 3a (S-1 80 mg/m2 twice daily plus nab-paclitaxel 260 mg/m2 on day 1). The most common grade 3-4 toxicity was neutropenia (62.5 %). The overall response rate was 54.5 %. The pharmacokinetic profiles of coadministered S-1 and paclitaxel were comparable to those of nab-paclitaxel or S-1 alone. CONCLUSIONS: Based on the present results, the RD was determined as level 3a (S-1 80 mg/m2 twice daily plus nab-paclitaxel 260 mg/m2 on day 1). This combination therapy was well tolerated and showed antitumor efficacy in patients with advanced gastric cancer.

RAS mutation is a prognostic biomarker in colorectal cancer patients with metastasectomy.

Studies have demonstrated a relationship between clinical outcomes after curative resection for colorectal cancer (CRC) and gene mutations of the EGFR pathway; however, no studies have examined metastatic CRC (mCRC) patients with metastasectomy. The aim of this study was to evaluate the relationship between gene mutations of EGFR pathway and clinical outcomes after metastasectomy in mCRC patients. A total of 1,053 patients histopathologically confirmed CRC received a genotyping test for the EGFR pathway from February 2012 to October 2013. Detailed information was obtained through review of medical records. Gene mutations of EGFR pathway were analyzed by Luminex assay. Overall survival (OS) and recurrence free survival were estimated by the Kaplan-Meier method and the log-rank test was used to compare the survival outcomes by gene mutation status. A total of 132 patients received metastasectomy. The frequencies of KRAS exon 2, KRAS exon 3.4, NRAS, BRAF, and PIK3CA mutations were 38.6% (51/132), 3.6% (5/132), 5.1% (7/132), 5.1% (7/132), and 8.7% (12/132), respectively. With a median follow-up of 84.1 months (57.2-NA) for a survivor, the 4-year OS rate was 65.6% for mCRC with RAS mutation, and 81.3% for mCRC with wild-type RAS (p < 0.05). We observed a statistically significant correlation for only the RAS mutation and OS. In multivariate analysis, RAS mutation and liver metastasis were independent factors for shorter OS. There were no significant differences between gene mutations of EGFR pathway and recurrence free survival. RAS mutation in mCRC metastasectomy patients was associated with shorter overall survival.

Chemotherapy is effective for stage I gastric cancer in patients with synchronous esophageal cancer.

BACKGROUND: Diagnostic endoscopy occasionally shows synchronous early gastric cancer (EGC) and esophageal cancer (EC) in the same patient. The treatment plan for these comorbid cancers is unclear because, as EGC is commonly treated surgically, information on post-chemotherapy outcomes for EGC are lacking, although chemotherapy and chemoradiotherapy are important in treating EC. Here, we evaluated whether unresected EGC could be safely observed while synchronous EC is treated with chemotherapy in patients with both cancers. METHODS: We enrolled 30 patients with both EGC and EC who were treated with 5-FU plus cisplatin (FP) from January 2006 to September 2013, and who were evaluated with endoscopy before chemotherapy, and approximately every 3 months afterwards. RESULTS: The response rate to FP for EGC was 46.8 %. Notably, five cases (16.7 %) had clinically complete responses with no progressive disease. Progression-free survival was 100 % at 6 months and 96.2 % at 1 year. In univariate analysis, FP was significantly more effective for mixed-type and undifferentiated adenocarcinoma than for differentiated adenocarcinoma. CONCLUSIONS: FP was effective for EGC. EGC was stable without progression for more than 6 months while patients underwent FP treatment for EC. We consider observing EGC with no treatment during chemotherapy for EC to be appropriate disease management.

Clinicopathological factors associated with HER2 status in gastric cancer: results from a prospective multicenter observational cohort study in a Japanese population (JFMC44-1101).

BACKGROUND: Human epidermal growth factor (HER) 2 positivity and its association with clinicopathological factors remain unclear in Japanese gastric cancer (GC) patients. We performed a prospective, multicenter, observational cohort study to evaluate HER2 protein expression and gene amplification in Japanese metastatic and recurrent GC patients, and explored its correlations with clinicopathological features. METHODS: HER2 protein expression and gene amplification were centrally assessed in formalin-fixed, paraffin-embedded GC tissue by immunohistochemistry (IHC) and fluorescence in situ hybridization (FISH). Patient information was collected, and associations between clinicopathological factors and HER2 positivity (IHC score 3+ and/or FISH positive) and low HER2 expression (IHC score 0/FISH positive or IHC score 1+/FISH positive) were examined. RESULTS: From September 2011 to June 2012, 1461 patients were registered across 157 sites, and the HER2 status of 1427 patients was evaluated. The rate of HER2 positivity was 21.2 %, whereas the rate of high HER2 expression (IHC score 2+/FISH positive or IHC score 3+) was 15.6 % and that of low HER2 expression was 7.0 %. Multiple logistic regression analysis identified intestinal type, absence of peritoneal metastasis, and hepatic metastasis as significant independent factors related to HER2 positivity. The intestinal type was confirmed to be the GC subtype predominantly associated with lower HER2 expression. Sampling conditions including number of biopsy samples, formalin concentration, and formalin-fixation time did not significantly affect HER2 positivity. CONCLUSIONS: HER2 expression in Japanese patients was comparable to that in other populations examined. Intestinal type was an independent factor related to HER2 positivity and low HER2 expression.

Genetic variations in angiopoietin and pericyte pathways and clinical outcome in patients with resected colorectal liver metastases.

BACKGROUND: Genes involved in the angiopoietin and pericyte pathways may become escape mechanisms under antivascular endothelial growth factor (anti-VEGF) therapy. The authors investigated whether variations within genes in these pathways are associated with clinical outcome in patients with colorectal liver metastases who undergo liver resection and receive perioperative, bevacizumab-based chemotherapy. METHODS: Single nucleotide polymorphisms (SNPs) in 9 genes (angiopoietin-1 [ANGPT1]; ANGPT2; TEK tyrosine kinase, endothelial [TEK]; platelet-derived growth factor ß [PDGFB]; ß-type platelet-derived growth factor receptor [PDGFRB]; insulin-like growth factor 1 [IGF1]; transforming growth factor ß1 [TGFB1]; RalA binding protein 1 [RALBP1]; and regulator of G-protein signaling 5 [RGS5]) were analyzed in samples of genomic DNA from 149 patients and were evaluated for associations with clinical outcome. RESULTS: RALBP1 reference SNP 329007 (rs329007) A>G resulted in a significant difference in recurrence-free survival (A/A genotype, 14.0 months; A/G or G/G genotype, 9.2 months; hazard ratio [HR], 1.60; P = .024). PDGFB rs1800818 A>G was associated with 3-year overall survival rates (A/A genotype, 78%; A/G genotype, 69%; [HR 1.37]; G/G genotype, 53%; [HR 2.12]; P = .048). In multivariate analysis, RALBP1 rs329007 A>G remained significant (HR, 1.99; P = .002). PDGFB rs1800818 A>G and RALBP1 rs329007 A>G were correlated with radiologic response (A/A or A/G genotype, 86%; G/G genotype, 71% [P = .042]; A/A genotype, 78%; A/G or G/G genotype, 94% [P = .018], respectively). RALBP1 rs329007 A>G demonstrated significantly different rates of histologic response (A/A genotype: major histologic response, 35%; partial histologic response, 34%; no histologic response, 30%; A/G or G/G genotype: 46%, 13%, and 41%, respectively; P = .029). Recursive partitioning analysis revealed that ANGPT2 rs2442599 T>C and RALBP1 rs329007 A>G were the main SNPs that predicted histologic response and recurrence-free survival, whereas PDGFB rs1800818 A>G was the leading SNP that predicted overall survival. ANGPT2 rs2916702 C>T and rs2442631 G>A were significantly associated with the probability of achieving a cure. CONCLUSIONS: The current data suggest that variations in genes involved in the angiopoietin and pericyte pathways may be predictive and/or prognostic biomarkers in patients with resected colorectal liver metastases who receive bevacizumab-based chemotherapy.

Genetic variants within obesity-related genes are associated with tumor recurrence in patients with stages II/III colon cancer.

OBJECTIVE: Obesity is an established risk factor for colorectal cancer (CRC) incidence and it is also linked to CRC recurrence and survival. Polymorphisms located in obesity-related genes are associated with an increased risk of developing several cancer types including CRC. We evaluated whether single-nucleotide polymorphisms in obesity-related genes may predict tumor recurrence in colon cancer patients. MATERIALS AND METHODS: Genotypes were obtained from germline DNA from 207 patients with stage II or III colon cancer at the Norris Comprehensive Cancer Center. Nine polymorphisms in eight obesity-related genes (PPAR, LEP, NFKB, CD36, DRG1, NGAL, REGIA, and DSCR1) were evaluated. The primary endpoint of the study was the 3-year recurrence rate. Positive associations were also tested in an independent Japanese cohort of 350 stage III CRC patients. RESULTS: In univariate analysis, for PPARrs1801282, patients with a CC genotype had significantly lower recurrence probability (29 ± 4% SE) compared with patients with a CG genotype (48 ± 8% SE) [hazard ratio (HR): 1.77; 95% confidence interval (CI), 1.01-3.10; P = 0.040]. For DSCR1rs6517239, patients with an AA genotype had higher recurrence probability than patients carrying at least one allele G (37 ± 4% SE vs. 15 ± 6% SE) (HR: 0.51; 95% CI, 0.27-0.94; P = 0.027). This association was stronger in the patients bearing a left-sided tumor (HR: 0.34; 95% CI, 0.13-0.88; P = 0.018). In the Japanese cohort, no associations were found. CONCLUSION: This hypothesis-generating study suggests a potential influence of polymorphisms within obesity-related genes in the recurrence probability of colon cancer. These interesting results should be evaluated further.

Does anti-p53 antibody status predict for clinical outcomes in metastatic colorectal cancer patients treated with fluoropyrimidine, oxaliplatin, plus bevacizumab as first-line chemotherapy?

BACKGROUND: TP53 gene mutation is widely known as one of the determinants of impaired chemosensitivity. p53 is a tumor-suppressor protein in humans encoded by the TP53 gene. Some studies have shown that TP53 gene mutation and accumulation of the p53 protein are closely related with serum anti-p53 antibody positivity. This study aimed to evaluate the predictive significance of the serum p53 antibody status in metastatic colorectal cancer (mCRC) patients treated with fluoropyrimidine, oxaliplatin, plus bevacizumab as first-line chemotherapy. METHODS: Ninety patients treated with fluoropyrimidine, oxaliplatin plus bevacizumab as first-line chemotherapy were enrolled, including 70 whose KRAS genotype was revealed at the beginning of treatment. Before chemotherapy initiation, the serum p53 antibody level was quantified by enzyme-linked immunosorbent assay using MESACUP® anti-p53 test kits. The cutoff value for positivity was 1.3 U/mL, as calculated previously. The KRAS genotype of the tumor samples was analyzed using the Luminex® assay. RESULTS: Overall response rates of Response Evaluation Criteria in Solid Tumors criteria were 77.7 % (42/54) in anti-p53-negative patients and 69.4 % (25/36) in anti-p53-positive patients. The odds ratio was 1.07. Median overall survival was 36.1 months in the anti-p53-positive patients, and not available in the anti-p53-negative patients (hazard ratio, 0.81; 95 % confidence interval, 0.37-1.77; P = 0.61). The corresponding values for median progression-free survival were 13.3 months and 14.6 months (hazard ratio, 0.69; 95 % confidence interval, 0.41-1.17; P = 0.17), respectively. CONCLUSIONS: Serum anti-p53 antibody positivity did not predict chemoresistance in mCRC treated with fluoropyrimidine, oxaliplatin, plus bevacizumab as first-line chemotherapy.

Single nucleotide polymorphisms in AREG and EREG are prognostic biomarkers in locally advanced gastric cancer patients after surgery with curative intent.

OBJECTIVE: Amphiregulin (AREG) and epiregulin (EREG) are important ligands to the epithelial growth factor receptor, which is involved in the regulation of progression and stemness in gastric cancer (GC). This study investigated whether frequent single nucleotide polymorphisms (SNPs) in genes of AREG and EREG are associated with recurrence-free survival and overall survival in patients with locally advanced GC. METHODS: SNPs with a minor allele frequency of at least 10% were analyzed using direct DNA sequencing in two independent study populations. RESULTS: The minor allele of AREG rs1615111 was associated with a significantly higher 3-year recurrence rate and lower 3-year survival rate [hazard ratio (HR)=2.21 and 2.35, respectively] compared with patients homozygous for the dominant allele G. The value for overall survival could be validated with a HR of 2.54 (P=0.018) in an independent cohort. Patients homozygous for the minor allele A of EREG rs12641042 had a significantly higher 3-year survival rate than patients with allele C (HR 0.48; P=0.034), but significance was lost in multivariable analysis (P=0.066). The value of rs12641042 could not be validated (P=0.98). Exploratory multivariable subgroup analysis showed the strongest prognostic value for rs1615111 in tumors with a diffuse histology (Pfor interaction=0.004). CONCLUSION: AREG rs1615111, located in the AREG genomic region, can significantly define different prognostic cohorts in locally advanced GC. This value is most evident in GC patients with diffuse histology, which might be relevant as none of the trials testing epithelial growth factor receptor inhibitors has been enriched for diffuse histology or a molecularly defined population.

Soluble PD-L1 predicts tumor response and immune-related adverse events in patients with advanced melanoma treated with anti-PD-1 antibodies.

Immune checkpoint inhibitors (ICIs) bring prognostic benefits to patients with malignancies. However, there is a substantial number of patients whose lesions are not improved by ICIs. In addition, ICIs may cause immune-related adverse events (irAEs), which could lead to an unfavorable prognosis with fatal consequences. Therefore, we conducted a retrospective study to evaluate the utility of circulating sPD-L1 (soluble programmed cell death 1 ligand 1) as a biomarker in patients with advanced melanoma treated with anti-PD-1 (programmed cell death 1 protein) antibodies. Sera from 31 consecutive patients were prospectively collected before and after anti-PD-1 antibody treatment and the serum level of sPD-L1 was evaluated. We found that high sPD-L1 levels before treatment were associated with better prognosis, and this association was observed only in patients with a low tumor burden. We also found that sPD-L1 levels were elevated in patients who developed severe irAEs after treatment, and the patients with severe irAEs had significantly higher fluctuations in sPD-L1 (delta sPD-L1) than those without severe irAEs. Our study suggests that serum sPD-L1 level is a useful biomarker to predict tumor response and irAE development in patients with advanced melanoma treated with anti-PD-1 antibodies.

Label-free visualization and quantification of the drug-type-dependent response of tumor spheroids by dynamic optical coherence tomography.

We demonstrate label-free dynamic optical coherence tomography (D-OCT)-based visualization and quantitative assessment of patterns of tumor spheroid response to three anti-cancer drugs. The study involved treating human breast adenocarcinoma (MCF-7 cell-line) with paclitaxel (PTX), tamoxifen citrate (TAM), and doxorubicin (DOX) at concentrations of 0 (control), 0.1, 1, and 10 µM for 1, 3, and 6 days. In addition, fluorescence microscopy imaging was performed for reference. The D-OCT imaging was performed using a custom-built OCT device. Two algorithms, namely logarithmic intensity variance (LIV) and late OCT correlation decay speed (OCDS[Formula: see text]) were used to visualize the tissue dynamics. The spheroids treated with 0.1 and 1 µM TAM appeared similar to the control spheroid, whereas those treated with 10 µM TAM had significant structural corruption and decreasing LIV and OCDS[Formula: see text] over treatment time. The spheroids treated with PTX had decreasing volumes and decrease of LIV and OCDS[Formula: see text] signals over time at most PTX concentrations. The spheroids treated with DOX had decreasing and increasing volumes over time at DOX concentrations of 1 and 10 µM, respectively. Meanwhile, the LIV and OCDS[Formula: see text] signals decreased over treatment time at all DOX concentrations. The D-OCT, particularly OCDS[Formula: see text], patterns were consistent with the fluorescence microscopic patterns. The diversity in the structural and D-OCT results among the drug types and among the concentrations are explained by the mechanisms of the drugs. The presented results suggest that D-OCT is useful for evaluating the difference in the tumor spheroid response to different drugs and it can be a useful tool for anti-cancer drug testing.

Neural-network based high-speed volumetric dynamic optical coherence tomography.

We demonstrate deep-learning neural network (NN)-based dynamic optical coherence tomography (DOCT), which generates high-quality logarithmic-intensity-variance (LIV) DOCT images from only four OCT frames. The NN model is trained for tumor spheroid samples using a customized loss function: the weighted mean absolute error. This loss function enables highly accurate LIV image generation. The fidelity of the generated LIV images to the ground truth LIV images generated using 32 OCT frames is examined via subjective image observation and statistical analysis of image-based metrics. Fast volumetric DOCT imaging with an acquisition time of 6.55 s/volume is demonstrated using this NN-based method.

Erratum: Deep convolutional neural networks-based scatterer density and resolution estimators in optical coherence tomography: erratum.

[This corrects the article on p. 168 in vol. 13, PMID: 35154862.].

High reproducible ADCC analysis revealed a competitive relation between ADCC and CDC and differences between FcγRllla polymorphism.

The anti-CD20 chimeric monoclonal antibody rituximab mediates cytotoxicity in malignant B cells via multiple mechanisms, including complement-dependent cytotoxicity (CDC), antibody-dependent cellular cytotoxicity (ADCC) and direct induction of apoptosis. To optimize treatment of non-Hodgkin's lymphoma, a fuller understanding of these mechanisms and their relative contributions to clinical efficacy is required. Here, we report the characteristics of the mutual impact between ADCC and CDC, the two major effector functions through the Fc receptors. To compare ADCC induced under various conditions, we developed a highly reproducible method of estimating ADCC activity using immortalized effector cells. The set of the effector cells that we established was able to calculate net ADCC with high reproducibility by comparing the cytotoxicity of effector cells expressing exogeneous FcγRIIIa to those of mock effector cells. In addition, the different property of effector cells of two FcγRIIIa single-nucleotide polymorphisms (SNP) could be also evaluated in exactly identical background. ADCC assessment in the presence of human serum directly provided the evidence of the competitive interaction of ADCC and CDC. The inhibition of ADCC of effector cells having low affinity SNP of FcγRIIIa by active complement was more potent than those having high-affinity SNP at the rituximab-concentration comparable to the serum level obtained in patients. These findings could have a profound impact on optimization of the regimen of therapeutic antibodies and on the development of antibodies that will enhance effector function.