# A single-cell derived spheroid approach to dissect intratumoural heterogeneity in colorectal cancer: cell lines show changes in proteomes and therapeutic response to 5-FU

**Authors:** Helene Sophia Radloff, Michael Kohl, Thorben Sauer, Sonja Hartwig, Sven Geisler, Stefan Lehr, Timo Gemoll

PMC · DOI: 10.1007/s00432-025-06418-0 · Journal of Cancer Research and Clinical Oncology · 2026-01-24

## TL;DR

This study uses single-cell spheroids and proteomics to explore tumor diversity in colorectal cancer and how it affects drug response.

## Contribution

A new experimental framework combining single-cell spheroids and proteomics to study intratumoural heterogeneity and drug response in CRC.

## Key findings

- Spheroids showed significant heterogeneity in morphology, growth, viability, and proteomic signatures.
- ITH-associated proteins and pathway variations were identified, including tumour suppressor and oncogenic signaling.
- Spheroids exhibited differential sensitivity to 5-fluorouracil, highlighting heterogeneous therapeutic responses.

## Abstract

Colorectal cancer (CRC) stands as a significant contributor to cancer-related mortality. Owing to its prognostic and therapeutic implications, intratumoural heterogeneity (ITH) presents a considerable challenge. We have developed an experimental framework integrating single-cell derived spheroids with proteomic profiling to facilitate a molecular, proteomic, and therapeutic characterization of intratumoural heterogeneity during CRC progression.

Single cells from the commercially available colorectal cancer cell lines SW480 (primary colorectal adenocarcinoma) and SW620 (locoregional lymph node metastasis of the same donor) were isolated using fluorescence-activated cell sorting (FACS) and subsequently cultured forming spheroids. This platform allowed controlled interrogation of clonal diversity through proliferation and viability assays, alongside deep proteomic characterization using label-free liquid chromatography–mass spectrometry (LC-MS) with data-independent acquisition. To evaluate its utility for therapeutic testing, chemotherapy response was measured after 72 h of incubation with 5-fluorouracil (5-FU).

The single-cell derived spheroid system demonstrated significant heterogeneity, as evidenced by variations in morphology, growth dynamics, viability, and proteomic signatures. Protein profiling identified ITH-associated proteins (WDR5, CKB, IPO11, ATP6V1F, DCXR and PCCB) and underscored pathway variations including tumour suppressor and proto-oncogenic signalling, vascularization and metabolic regulation. Furthermore, individual spheroids exhibited differential sensitivities to 5-fluorouracil, demonstrating the platform’s capacity to resolve heterogeneous therapeutic responses.

Our study establishes a robust and scalable method that integrates single-cell spheroids with proteomics to model and quantify ITH in CRC. By capturing clinically relevant diversity across morphology, viability, proteomic profiles and drug response, this approach provides a foundation for translating spheroid- and proteomics-based assays into personalized therapeutic testing.

The online version contains supplementary material available at 10.1007/s00432-025-06418-0.

## Linked entities

- **Genes:** WDR5 (WD repeat domain 5) [NCBI Gene 11091], CKB (creatine kinase B) [NCBI Gene 1152], IPO11 (importin 11) [NCBI Gene 51194], ATP6V1F (ATPase H+ transporting V1 subunit F) [NCBI Gene 9296], DCXR (dicarbonyl and L-xylulose reductase) [NCBI Gene 51181], PCCB (propionyl-CoA carboxylase subunit beta) [NCBI Gene 5096]
- **Chemicals:** 5-fluorouracil (PubChem CID 3385)
- **Diseases:** colorectal cancer (MONDO:0005575)

## Full-text entities

- **Genes:** RMDN1 (regulator of microtubule dynamics 1) [NCBI Gene 51115] {aka CGI-90, FAM82B, RMD-1, RMD1}, ARID2 (AT-rich interaction domain 2) [NCBI Gene 196528] {aka BAF200, CSS6, SMARCF3, ZIPZAP, p200}, PUS7 (pseudouridine synthase 7) [NCBI Gene 54517] {aka IDDABS}, PCCB (propionyl-CoA carboxylase subunit beta) [NCBI Gene 5096], CTNNB1 (catenin beta 1) [NCBI Gene 1499] {aka CTNNB, EVR7, MRD19, NEDSDV, armadillo}, CKB (creatine kinase B) [NCBI Gene 1152] {aka B-CK, BCK, CKBB, CPK-B, HEL-211, HEL-S-29}, WDR5 (WD repeat domain 5) [NCBI Gene 11091] {aka BIG-3, BIG3, CFAP89, SWD3}, SPOUT1 (SPOUT domain containing methyltransferase 1) [NCBI Gene 51490] {aka C9orf114, CENP-32, CENP32, HSPC109, NEDGSB}, SYMPK (symplekin scaffold protein) [NCBI Gene 8189] {aka Pta1, SPK, SYM}, EGF (epidermal growth factor) [NCBI Gene 1950] {aka HOMG4, URG}, SUMO3 (small ubiquitin like modifier 3) [NCBI Gene 6612] {aka SMT3A, SMT3H1, SUMO-3}, IPO11 (importin 11) [NCBI Gene 51194] {aka RanBP11}, HDAC1 (histone deacetylase 1) [NCBI Gene 3065] {aka GON-10, HD1, KDAC1, RPD3, RPD3L1}, DCXR (dicarbonyl and L-xylulose reductase) [NCBI Gene 51181] {aka DCR, HCR2, HCRII, KIDCR, P34H, PNTSU}, PSMD10 (proteasome 26S subunit, non-ATPase 10) [NCBI Gene 5716] {aka dJ889N15.2, p28, p28(GANK)}, ATP6V1F (ATPase H+ transporting V1 subunit F) [NCBI Gene 9296] {aka ATP6S14, VATF, Vma7}, APC (APC regulator of Wnt signaling pathway) [NCBI Gene 324] {aka BTPS2, DESMD, DP2, DP2.5, DP3, GS}, MRPL30 (mitochondrial ribosomal protein L30) [NCBI Gene 51263] {aka L28MT, L30MT, MRP-L28, MRP-L30, MRPL28M, RPML28}
- **Diseases:** RLU (MESH:D020795), colorectal adenocarcinoma (MESH:D003110), lymph node metastases (MESH:D008207), Tumours (MESH:D009369), primary adenocarcinoma (MESH:D000230), bladder cancer (MESH:D001749), metastases (MESH:D009362), prostate cancer (MESH:D011471), hypoxia (MESH:D000860), leukaemia (MESH:D015458), HCD (MESH:D004213), necrosis (MESH:D009336), CRC (MESH:D015179), polyps (MESH:D011127), carcinogenesis (MESH:D063646)
- **Chemicals:** nitrogen (MESH:D009584), sugars (MESH:D000073893), formic acid (MESH:C030544), glucose (MESH:D005947), Gibco  GlutaMAX (-), methionine (MESH:D008715), cysteine (MESH:D003545), Peptides (MESH:D010455), P (MESH:D010758), isoleucine (MESH:D007532), pentosephosphate (MESH:D010428), uronate (MESH:D014574), oxygen (MESH:D010100), threonine (MESH:D013912), creatine phosphate (MESH:D010725), ATP (MESH:D000255), CO2 (MESH:D002245), Creatine (MESH:D003401), NADPH (MESH:D009249), 5-FU (MESH:D005472), water (MESH:D014867)
- **Species:** Mycoplasma (genus) [taxon 2093], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** SW620 — Homo sapiens (Human), Colon adenocarcinoma, Cancer cell line (CVCL_0547), SW480 — Homo sapiens (Human), Colon adenocarcinoma, Cancer cell line (CVCL_0546)

## Full text

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## Figures

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Source: https://tomesphere.com/paper/PMC12831780