ACM derived from OGJ patients significantly alters the expression of T cell activation and differentiation markers
ACM derived from OGJ patients with late-stage tumours significantly increased the expression of CD62L on the surface of CD4+ T cells compared with untreated cells (untrx:26.73±11.18 vs. late-stage:37.97±12.9%, p=0.01) (Figure 1A). ACM derived from OGJ patients with early-stage tumours and late-stage tumours significantly increased the expression of CD62L on the surface of CD8+ T cells compared with untreated cells (untrx:23.26±8.2 vs. early-stage:46.05±8.4%, p=0.01, late-stage:47.08±9.3%, p=0.005) (Figure 1A). ACM derived from OGJ patients with late-stage tumours significantly decreased the expression of CD69 on the surface of CD4+ T cells compared with untreated cells (untrx:7.43±0.8 vs. late-stage:4.29±1.1%, p=0.005) (Figure 1A). ACM derived from OGJ patients with early-stage tumours significantly increased the expression of CD27 on the surface of CD4+ T cells compared with untreated cells (untrx:41.00±3.5 vs. early-stage:57.55±5.0%, p=0.01) (Figure 1A). ACM derived from OGJ patients with early-stage tumours and late-stage tumours significantly increased the expression of CD27 on the surface of CD8+ T cells compared with untreated cells (untrx:41.47±2.7 vs. early-stage:64.29±4.8%, p=0.008 and late-stage: 60.75±6.7%, p=0.01) (Figure 1A).
ACM derived from OGJ patients with early-stage tumours significantly increased the frequency of naïve CD4+ T cells compared with untreated cells (untrx:34.53±2.9 vs. early-stage:43.39±3.1%, p=0.03) (Figure 1B). ACM derived from OGJ patients with early-stage tumours and late-stage tumours increased the frequency of central memory CD4+ T cells compared with untreated cells (untrx:7.35±0.5 vs. early-stage:11.39±1.0, p=0.07 late-stage:10.66±1.0%, p=0.02) (Figure 1B). Similarly, ACM derived from OGJ patients with early-stage and late-stage tumours significantly increased the frequency of central memory CD8+ T cells compared with untreated cells (untrx:4.86±0.6 vs. early-stage:7.43±0.8%, p=0.05, late-stage:9.12±1.8%, p=0.04) (Figure 1B). ACM derived from OGJ patients with early-stage tumours significantly decreased the frequency of effector memory CD8+ T cells compared with untreated cells (untrx:27.88±2.7 vs. early-stage:19.05±3.0%, p=0.03) (Figure 1B). ACM derived from OGJ patients with early-stage tumours and late-stage tumours significantly decreased the frequency of terminally differentiated effector memory CD4+ T cells (untrx:21.13±2.0 vs. early-stage:13.11±2.2%, p=0.04 and late-stage:12.80±1.6%, p=0.001) and terminally differentiated effector memory CD8+ T cells compared with untreated cells (untrx:28.15±2.4 vs. late-stage:17.07±1.9%, p=0.05, and late-stage:16.85±1.6%, p=0.01) (Figure 1B). There was no significant differences on T cell activation status or differentiation status between ACM derived from early versus late-stage OGJ patients.
ACM derived from OGJ patients significantly alters the IC expression profile of T cells
Given our findings demonstrating that ACM substantially altered the activation status of T cells we sought to investigate if ACM also altered immune checkpoint (IC) expression profiles of T cells as this would help guide identification of appropriate ICs to target in OGJ patients. ACM derived from OGJ patients with late-stage tumours decreased the expression of PD-1 on the surface of CD4+ T cells (untrx:78.63±1.5 vs. late-stage:72.32±3.7%, p=0.06) compared with untreated cells (Figure 2A). ACM derived from OGJ patients with early-stage and late-stage tumours significantly increased the expression of TIGIT on the surface of CD4+ T cells (untrx:11.80±0.5 vs. early-stage:15.86±0.7%, p=0.006, late-stage:17.45±1.0%, p=0.003) and CD8+ T cells (untrx:8.05±0.3 vs. early-stage:12.19±0.9%, p=0.02, late-stage:13.21±1.5%, p=0.009) compared with untreated cells (Figure 2A). ACM derived from OGJ patients with early-stage and late-stage tumours significantly increased the expression of A2aR on the surface of CD4+ T cells (untrx:0.21±0.03 vs. early-stage:1.24±0.3%, p=0.01, late-stage:2.41±0.6%, p=0.007) and CD8+ T cells (untrx:0.54±0.07 vs. early-stage:2.33±0.7%, p=0.03, late-stage:4.97±1.6%, p=0.02) compared with untreated cells (Figure 2A). ACM derived from OGJ patients with early-stage and late-stage tumours significantly decreased the expression of CTLA-4 on the surface of CD4+ T cells (untrx:9.12±1.7 vs. early-stage:4.80±0.7%, p=0.04, late-stage:4.34±0.7%, p=0.01) and CD8+ T cells (untrx:11.70±2.0 vs. early-stage:4.75±1.0%, p=0.04, late-stage:4.33±0.8%, p=0.02) compared with untreated cells (Figure 2A). ACM derived from OGJ patients with early-stage and late-stage tumours increased the expression of PD-L2 on the surface of CD4+ T cells (untrx:0.65±0.08 vs. early-stage:2.38±0.6%, p=0.02, late-stage:3.69±0.9%, p=0.01) and CD8+ T cells (untrx:0.80±0.1 vs. early-stage:2.73±0.9%, p=0.03, late-stage:4.21±1.7%, p=0.07) compared with untreated cells (Figure 2B). ACM derived from OGJ patients with early-stage and late-stage tumours increased the expression of CD160 on the surface of CD4+ T cells (untrx:1.18±0.2 vs. early-stage:3.30±0.5%, p=0.01, late-stage:4.82±1.1%, p=0.007) and CD8+ T cells (untrx:0.73±0.1 vs. early-stage:2.51±0.7%, p=0.01, late-stage:3.32±1.2%, p=0.04) compared with untreated cells (Figure 2B). There was no significant differences in alteration of IC expression profiles between ACM derived from early versus late-stage OGJ patients.
ACM derived from OGJ patients promotes a Th1-like phenotype
The findings from this study demonstrated that ACM derived from OGJ patients significantly altered T cell activation status and IC expression profiles. Therefore, we sought to investigate if ACM might alter an anti-tumour Th1-like phenotype which plays a key role orchestrating anti-tumour immunity in OGJ. ACM derived from OGJ patients with early-stage tumours and late-stage tumours significantly increased the frequency of Th1-like CD8+ cells compared with untreated cells (untrx:43.65±1.5 vs. early-stage:52.64±2.8 p=0.01, and late-stage:56.79±2.6%, p=0.003) (Figure 3A). In addition, ACM significantly altered the IC expression profile of Th1-like cells. ACM derived from late-stage OGJ patients significantly decreased PD-1 expression on the surface of CD4+ Th1-like cells (untrx:56.06±3.7 vs. late-stage:31.06±5.0%, p=0.01) compared with untreated cells (Figure 3B). ACM derived from early-stage OGJ patients significantly decreased TIGIT expression on the surface of CD4+ Th1-like cells (untrx:27.57±1.0 vs. late-stage:16.50±3.2%, p=0.01) compared with untreated cells (Figure 3B). In contrast, ACM derived from early-stage and late-stage OGJ patients significantly increased CTLA-4 expression on the surface of CD8+ Th1-like cells (untrx:9.47±1.7 vs. early-stage:22.13±3.4%, p=0.003, late-stage:29.56±5.2%, p=0.007) compared with untreated cells (Figure 3B). Furthermore, ACM derived from early-stage OGJ patients significantly increased the frequency of CD4+IFN-γ+ cells compared with untreated cells (untrx:33.99±1.0 vs. early-stage:60.95±2.6%, p=0.03) and CD8+IFN-γ+ cells compared with untreated cells (untrx:17.12±0.7 vs. early-stage:34.84±2.5%, p=0.03) (Figure 3C).
We next investigated if ICB could enhance production of anti-tumour cytokine IFN-γ by T cells in the absence and presence of early and late-stage ACM to understand how the secretome of visceral adipose tissue might affect ICB efficacy in OGJ patients. Nivolumab treatment significantly increased the frequency of CD4+IFN-γ+ cells compared with untreated cells (untrx:33.99±1.0 vs. nivolumab:38.04±1.5%, p=0.03) (Figure 3D). However, nivolumab did not significantly increase the frequency of CD4+IFN-γ+ cells in the presence of ACM derived from early-stage or advanced stage OGJ patients compared with untreated cells in the presence of ACM. Single agent ipilimumab, dual nivolumab-atezolizumab and dual nivolumab-ipilimumab significantly increased the frequency of CD8+IFN-γ+ cells compared with untreated cells (untrx:17.12±0.7 vs. ipilimumab:22.84±1.4%, p=0.03, nivolumab-atezolizumab:21.93±1.2%, p=0.03, nivolumab-ipilimumab:24.34±1.4%, p=0.03) (Figure 3D). However, ICB did not significantly affect the frequency of CD8+IFN-γ+ cells in the presence of ACM derived from early-stage or advanced stage OGJ patients compared with untreated cells in the presence of ACM.
ACM derived from OGJ patients enhances a Th17-like phenotype; an effect which is abrogated by ICB
The role of pro-inflammatory Th17 and dual Th1/17 in either promoting or hindering tumour progression remains conflicting within the literature and whether these cell types help eradicate the tumour or promote its progression is likely dependent on the tumour type and tumour-immune contexture. This study also investigated if ACM derived from OGJ patients had an effect on the frequency of Th1/17-like and Th17-like cells and the expression of pro-inflammatory IL-17A/F and TNF-α. ACM derived from OGJ patients with early-stage tumours and late-stage tumours significantly increased the frequency of Th17-like CD4+ cells (untrx:5.07±0.2 vs. early-stage:7.14±0.7%, p=0.01, and late-stage:6.37±0.5%, p=0.05) and the frequency of Th1/17-like CD4+ T cells (untrx:14.07±0.2 vs. early-stage:16.15±0.9%, p=0.02, and late-stage:15.19±0.6%, p=0.007) compared with untreated cells (Figure 4A). ACM significantly altered the IC expression profile of Th-17-like and Th1/17-like cells downregulating PD-1, PD-L1, CTLA-4 and TIGIT surface expression (Figure 4B and Figure 4C). ACM derived from late-stage OGJ patients decreased PD-1 expression on the surface of CD4+Th1/17-like cells (untrx:64.12±3.9 vs. late-stage:30.49±6.7%, p=0.007) and CD8+Th1/17-like cells (untrx:63.51±3.3 vs. late-stage:52.34±6.0%, p=0.07) compared with untreated cells (Figure 4B). ACM derived from both early-stage and late-stage OGJ patients significantly decreased TIGIT expression on the surface of CD4+Th1/17-like cells (untrx:41.79±1.7 vs. early-stage:23.20±2.9%, p=0.002, late-stage:24.81±1.8%, p=0.003) compared with untreated cells (Figure 4B). Similarly, ACM derived from both early-stage and late-stage OGJ patients significantly decreased CTLA-4 expression on the surface of CD4+Th1/17-like cells (untrx:21.98±2.5 vs. early-stage:11.28±1.6%, p=0.009, late-stage:9.96±1.4%, p=0.003) compared with untreated cells (Figure 4B). ACM derived from late-stage OGJ patients significantly decreased PD-L1 expression on the surface of CD4+Th1/17-like cells (untrx:72.86±3.9 vs. late-stage:21.12±6.5%, p=0.003) and CD8+Th1/17-like cells (untrx:73.52±3.5 vs. late-stage:46.97±6.0%, p=0.003) compared with untreated cells (Figure 4B). ACM derived from late-stage OGJ patients significantly decreased PD-1 expression on the surface of CD4+Th17-like cells (untrx:42.19±4.5 vs. late-stage:21.52±4.03%, p=0.02) compared with untreated cells (Figure 4C). ACM derived from late-stage OGJ patients significantly decreased TIGIT expression on the surface of CD4+Th17-like cells (untrx:36.00±1.8 vs. late-stage:28.47±1.6%, p=0.01) compared with untreated cells (Figure 4C). ACM derived from early-stage and late-stage OGJ patients significantly decreased TIGIT expression on the surface of CD8+Th17-like cells (untrx:12.60±13 vs. early-stage:5.37±1.6%, p=0.009, late-stage:6.16±1.4%, p=0.002) compared with untreated cells (Figure 4C). ACM derived from early-stage and late-stage OGJ patients significantly decreased CTLA-4 expression on the surface of CD4+Th17-like cells (untrx:13.83±1.7 vs. early-stage:3.29±0.9%, p=0.002, late-stage:3.56±1.1%, p=0.003) compared with untreated cells (Figure 4C). ACM derived from late-stage OGJ patients significantly decreased PD-L1 expression on the surface of CD4+Th17-like cells (untrx:53.40±5.1 vs. late-stage:14.90±6.0%, p=0.01) and CD8+Th17-like cells (untrx:46.66±5.2 vs. late-stage:19.80±2.8%, p=0.003) compared with untreated cells (Figure 4C).
Given that ACM derived from early and late-stage OGJ patients significantly altered the frequency of Th-1/17-like and Th17-like cells and their IC expression profile, this study next sought to investigate if the ACM from these patients significantly altered the production of pro-inflammatory cytokines such as IL-17A/F and TNF-α. ACM derived from early-stage OGJ patients significantly increased the frequency of IL-17-producing CD4+ cells compared with untreated cells (untrx:9.49±0.7 vs. early-stage:25.95±2.4%, p=0.03) (Figure 5A). ACM derived from early-stage or late-stage OGJ patients did not significantly affect the frequency of TNF-α-producing T cells compared with untreated cells (Figure 5A). Single agent ipilimumab and dual nivolumab-ipilimumab treatment significantly increased the frequency of IL-17-producing CD4+ cells compared with untreated cells (untrx:9.49±0.7 vs. ipilimumab:11.16±0.5%, p=0.007, nivolumab-ipilimumab:12.47±1.1%, p=0.01) (Figure 5B). In contrast, single agent nivolumab, atezolizumab, dual nivolumab-atezolizumab and dual nivolumab-ipilimumab decreased the frequency of IL-17-producing CD4+ cells in the presence of early-stage ACM compared with cells treated with early-stage ACM alone (early ACM: 25.95±2.4 vs. early ACM+nivolumab:18.87±1.5%, p=0.06, early ACM+atezolizumab:16.95±2.3%, p=0.03, early ACM+nivolumab-atezolizumab:12.96±2.7%, p=0.03 and early ACM+nivolumab-ipilimumab:15.48±3.1%, p=0.06) (Figure 5B). Single agent atezolizumab, dual nivolumab-atezolizumab and dual nivolumab-ipilimumab significantly decreased the frequency of IL-17-producing CD8+ cells compared with untreated cells (untrx:34.83±3.3 vs. atezolizumab:15.67±5.1%, p=0.03, nivolumab-atezolizumab:18.05±4.9%, p=0.03 and nivolumab-ipilimumab:22.48±2.1%, p=0.03) (Figure 5B). ICBs did not significantly affect the frequency of IL-17-producing CD8+ T cells in the presence of early-stage or late-stage ACM compared with untreated cells (Figure 5B). Dual nivolumab-ipilimumab significantly increased the frequency of TNF-α-producing CD4+ cells compared with untreated cells (untrx:48.29±1.7 vs. nivolumab-ipilimumab:53.01±3.2%, p=0.04) (Figure 5C). Single agent nivolumab and dual nivolumab-ipilimumab significantly decreased the frequency of TNF-α-producing CD4+ cells in the presence of late-stage ACM compared with cells treated with late-stage ACM alone (late ACM:42.65±10.1 vs. late ACM+nivolumab:34.26±9.1%, p=0.03, late ACM+nivolumab-ipilimumab:21.99±4.8%, p=0.03) (Figure 5C). Single agent nivolumab significantly decreased and dual nivolumab-ipilimumab significantly increased the frequency of TNF-α-producing CD8+ cells compared with untreated cells (untrx:30.70±2.3 vs. nivolumab:24.26±1.9%, p=0.04, nivolumab-ipilimumab:37.88±2.3%, p=0.05) (Figure 5C). In contrast, dual nivolumab-ipilimumab significantly decreased the frequency of TNF-α-producing CD8+ cells in the presence of late-stage ACM compared with cells treated with late-stage ACM alone (late ACM:28.10±7.8 vs. late ACM+nivolumab-ipilimumab:15.32±4.1%, p=0.03) (Figure 5C).
ACM derived from OGJ patients significantly increases the secretion of IL-10 by T cells
Regulatory T cells (Treg) play a vital role in driving tumour progression through dampening anti-tumour immune responses. It is well-established that the visceral adipose tissue is a source of pro-inflammatory mediators however, with immune stimulation immunoregulatory processes are also activated in order to maintain homeostasis29. Therefore, this study investigated if ACM derived from OGJ patients had an effect on the Treg compartment. ACM derived from OGJ patients with early-stage tumours and late-stage tumours did not significantly affect the frequency of CD4+ Treg cells compared with untreated cells (Figure 6A). Early-stage and late-stage ACM decreased the expression of PD-1 on the surface of Treg cells compared with untreated cells (untrx:58.57±3.2 vs. early-stage:38.86±6.8%, p=0.06, late-stage:29.47±6.1%, p=0.007) (Figure 6B). Early-stage and late-stage ACM significantly increased the expression of CTLA-4 on the surface of Treg cells compared with untreated cells (untrx:6.90±0.7 vs. early-stage:21.98±3.0%, p=0.005, late-stage:14.86±2.4%, p=0.01) (Figure 6B), and similarly, increased the expression of PD-L1 on the surface of Treg cells compared with untreated cells (untrx:17.07±1.5 vs. early-stage:24.29±2.6%, p=0.06, late-stage:39.93±4.2%, p=0.003) (Figure 6B).
Early-stage and late-stage ACM significantly increased the frequency of IL-10+CD4+ T cells compared with untreated cells (untrx:1.28±0.2 vs. early-stage:5.37±1.2%, p=0.03, late-stage:3.47±0.3%, p=0.03) (Figure 6C). Similarly, early-stage ACM increased the frequency of IL-10+CD8+ T cells compared with untreated cells (untrx:34.21±3.2 vs. early-stage:47.72±6.6%, p=0.06) (Figure 6C). Single agent atezolizumab, ipilimumab, dual nivolumab-atezolizumab and dual nivolumab-ipilimumab significantly decreased the frequency of IL-10+CD8+ T cells compared with untreated cells (untrx:34.21±3.2 vs. atezolizumab:14.82±4.9%, p=0.03, ipilimumab:21.64±4.42%, p=0.05, nivolumab-atezolizumab:16.29±5.1%, p=0.03 and nivolumab-ipilimumab:18.47±2.4%, p=0.01) (Figure 6C). However, ICBs did not significantly decrease the frequency of IL-10+CD8+ T cells in the presence of ACM compared with cells treated with ACM alone (Figure 6C).
ACM derived from early-stage OGJ patients was more inflammatory than ACM derived from late-stage OGJ patients
We next profiled the ACM from OGJ patients with early versus late-stage tumours to determine if there was a significant difference in the pro-inflammatory profile of the visceral fat secretome. ACM derived from OGJ patients with early-stage tumours had significantly increased levels of pro-inflammatory TNF-α cytokine compared with ACM derived from OGJ patients with late-stage tumours (early-stage:2,730±1,412 vs. late-stage:806.1±131.8 pg/gram p=0.05) (Figure S1). Similarly, ACM derived from OGJ patients with early-stage tumours had increased levels of other pro-inflammatory cytokines: IL-1RA, IL5 and IL-17A cytokines compared with ACM derived from OGJ patients with late-stage tumours (IL-1RA- early-stage:29,939±13,234 vs. late-stage:7,312±1,452 pg/gram p=0.08, IL-5- early-stage:3.68±13.98 vs. late-stage:7.20±2.5 pg/gram p=0.06, IL-17A- early-stage:62.00±10.81 vs. late-stage:40.61±8.5 pg/gram p=0.08) (Figure S1B-D). There was no significant difference in the levels of the remaining 49 mediators in ACM derived from early versus late-stage OGJ patients which included immunomodulatory, pro-inflammatory and pro-angiogenic mediators shown in Figure S2.