Background: Approximately 60% of colorectal cancer (CRC) precursor lesions are the genuinely-dysplastic conventional adenomas (cADNs). The others include hyperplastic polyps (HPs), sessile serrated lesions (SSL), and traditional serrated adenomas (TSAs), subtypes of a class of lesions collectively referred to as “serrated.” Endoscopic and histologic differentiation between cADNs and serrated lesions, and between serrated lesion subtypes can be difficult.
Methods: We used in situ hybridization to verify the expression patterns in CRC precursors of 21 RNA molecules that appear to be promising differentiation markers on the basis of previous RNA sequencing studies.
Results: SSLs could be clearly differentiated from cADNs by the expression patterns of 9 of the 12 RNAs tested for this purpose (VSIG1, ANXA10, ACHE, SEMG1, AQP5, LINC00520, ZIC5/2, FOXD1, NKD1). Expression patterns of all 9 in HPs were similar to those in SSLs. Nine putatively HP-specific RNAs were also investigated, but none could be confirmed as such: most (e.g., HOXD13 and HOXB13), proved instead to be markers of the normal mucosa in the distal colon and rectum, where most HPs arise. TSAs displayed mixed staining patterns reflecting the presence of serrated and dysplastic glands in the same lesion.
Conclusions: Using a robust in situ hybridization protocol, we identified promising tissue-staining markers that, if validated in larger series of lesions, could facilitate more precise histologic classification of CRC precursors and, consequently, more tailored clinical follow-up of their carriers. Our findings should also fuel functional studies on the pathogenic significance of specific gene expression alterations in the initiation and evolution of CRC precursor subtypes.

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This is a list of supplementary files associated with this preprint. Click to download.
Supplementary Figure 1. In situ hybridization experiments: positive and negative controls. Staining controls included mRNA of the human housekeeping gene PPIB (positive control; the punctate labeling in this panel is brown since a different chromogen was used for this hybridization) (A), the bacterial RNA DapB (negative control) (B), and the long noncoding RNA of the X chromosome-located gene XIST (control for tissue-donor sex: positive for female, negative for male, panels C and D, respectively, and Table 1).
Supplementary Figure 1. In situ hybridization experiments: positive and negative controls. Staining controls included mRNA of the human housekeeping gene PPIB (positive control; the punctate labeling in this panel is brown since a different chromogen was used for this hybridization) (A), the bacterial RNA DapB (negative control) (B), and the long noncoding RNA of the X chromosome-located gene XIST (control for tissue-donor sex: positive for female, negative for male, panels C and D, respectively, and Table 1).
Supplementary Figure 2 (Panels A through O). RNA-sequencing-based expression profiles of the targets included in this study based on data published by Parker et al. (reference 28). Integrative Genomics Viewer snapshots are shown for the serrated lesions and cADNs investigated by Parker et al. All lesions assessed in this study were from the proximal colon (details in reference 28). Seventeen SSLs are compared with 15 cADNs, and each track in the snapshot shows the level of a given RNA (i.e., peaks across exons proportional to the number of sequencing reads) in the lesion (SSLs: red track: cADNs: blue track). Below each of these tracks is a track showing the expression level of the same RNA in a patient-matched sample of normal mucosa from the proximal colon (i.e., cecum, ascending, hepatic flexure or transversum) harboring the precancerous lesion (pink track: normal mucosa of an SSL carrier; light blue track: normal mucosa of a cADN carrier).
Supplementary Figure 2 (Panels A through O). RNA-sequencing-based expression profiles of the targets included in this study based on data published by Parker et al. (reference 28). Integrative Genomics Viewer snapshots are shown for the serrated lesions and cADNs investigated by Parker et al. All lesions assessed in this study were from the proximal colon (details in reference 28). Seventeen SSLs are compared with 15 cADNs, and each track in the snapshot shows the level of a given RNA (i.e., peaks across exons proportional to the number of sequencing reads) in the lesion (SSLs: red track: cADNs: blue track). Below each of these tracks is a track showing the expression level of the same RNA in a patient-matched sample of normal mucosa from the proximal colon (i.e., cecum, ascending, hepatic flexure or transversum) harboring the precancerous lesion (pink track: normal mucosa of an SSL carrier; light blue track: normal mucosa of a cADN carrier).
Supplementary Figure 3 (Panels A through K). RNA-sequencing-based expression profiles of the targets included in this study based on data published by Kanth et al. (reference 45). Clinical data on the lesions and normal mucosa samples investigated by Kanth et al. are in panel A, while the RNA expression level (i.e., logCPM: log2 counts per million) of the targets in each tissue is graphically shown in the following panels.
Supplementary Figure 3 (Panels A through K). RNA-sequencing-based expression profiles of the targets included in this study based on data published by Kanth et al. (reference 45). Clinical data on the lesions and normal mucosa samples investigated by Kanth et al. are in panel A, while the RNA expression level (i.e., logCPM: log2 counts per million) of the targets in each tissue is graphically shown in the following panels.
Supplementary Figure 4. In situ hybridization analysis of VSIG1 expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. VSIG1 expression is a bona fide marker of the crypt serration found in SSLs and HPs (A-D), where very high levels (according to the scoring system depicted in Figure 1) are present along the entire longitudinal axis of the serrated crypts, except the bases and mouths. The three TSAs included in this study were largely VSIG1-negative (E), but patchy staining of SSL-type glands within two of these lesions was noted (F) (TSA 3, shown here, and TSA 1, as reported in Table 1). cADNs (G) and normal mucosa (H) were negative. Lesions are numbered as in Table 1.
Supplementary Figure 4. In situ hybridization analysis of VSIG1 expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. VSIG1 expression is a bona fide marker of the crypt serration found in SSLs and HPs (A-D), where very high levels (according to the scoring system depicted in Figure 1) are present along the entire longitudinal axis of the serrated crypts, except the bases and mouths. The three TSAs included in this study were largely VSIG1-negative (E), but patchy staining of SSL-type glands within two of these lesions was noted (F) (TSA 3, shown here, and TSA 1, as reported in Table 1). cADNs (G) and normal mucosa (H) were negative. Lesions are numbered as in Table 1.
Supplementary Figure 5. In situ hybridization analysis of ANXA10 expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. ANXA10 is a specific marker of SSLs (A and B) and HPs (Table 1), where its expression pattern is similar to that of VSIG1 (Supplementary Figure 4). High expression is also seen in a few glands in TSAs, on the surfaces of these lesions, or distributed in irregular patches (C, D and E, Table 1). Isolated positive cells or glands can also be seen very rarely on the surface of cADNs (E and F), but the normal mucosa is consistently negative (H).
Supplementary Figure 5. In situ hybridization analysis of ANXA10 expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. ANXA10 is a specific marker of SSLs (A and B) and HPs (Table 1), where its expression pattern is similar to that of VSIG1 (Supplementary Figure 4). High expression is also seen in a few glands in TSAs, on the surfaces of these lesions, or distributed in irregular patches (C, D and E, Table 1). Isolated positive cells or glands can also be seen very rarely on the surface of cADNs (E and F), but the normal mucosa is consistently negative (H).
Supplementary Figure 6. In situ hybridization analysis of ACHE expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. In SSLs (A and B) and HPs (C) (Table 1), ACHE is very highly expressed at the lesion surface and in the upper half of the serrated crypts. Numerous ACHE-positive crypts are also seen on the surfaces of TSAs, especially in TSA 3 (F and G, Table 1). cADNs are negative with the exception of a few cells with low-to-moderate expression on the surface of adenomatous villi (D and E). Moderate to high ACHE expression was observed in the superficial epithelium of normal crypts (H), submucosa plexi (inset in panel H), some stromal cells (example in panel E), and in lymphocytic folliculi (not shown).
Supplementary Figure 6. In situ hybridization analysis of ACHE expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. In SSLs (A and B) and HPs (C) (Table 1), ACHE is very highly expressed at the lesion surface and in the upper half of the serrated crypts. Numerous ACHE-positive crypts are also seen on the surfaces of TSAs, especially in TSA 3 (F and G, Table 1). cADNs are negative with the exception of a few cells with low-to-moderate expression on the surface of adenomatous villi (D and E). Moderate to high ACHE expression was observed in the superficial epithelium of normal crypts (H), submucosa plexi (inset in panel H), some stromal cells (example in panel E), and in lymphocytic folliculi (not shown).
Supplementary Figure 7. In situ hybridization analysis of SEMG1 in serrated precursor lesions, cADNs and normal colorectal mucosa. SEMG1 is moderately expressed in SSLs and HPs (A-D) along most of the longitudinal axis of serrated crypts, with lower-level expression at their bases and mouths (Table 1). Patches of low expression were also seen in TSAs (E and F). In cADNs and normal mucosa, SEMG1 was virtually absent (G and H, respectively) with the exception of a few cells with one or two dot-like signals each reflecting a single RNA molecule.
Supplementary Figure 7. In situ hybridization analysis of SEMG1 in serrated precursor lesions, cADNs and normal colorectal mucosa. SEMG1 is moderately expressed in SSLs and HPs (A-D) along most of the longitudinal axis of serrated crypts, with lower-level expression at their bases and mouths (Table 1). Patches of low expression were also seen in TSAs (E and F). In cADNs and normal mucosa, SEMG1 was virtually absent (G and H, respectively) with the exception of a few cells with one or two dot-like signals each reflecting a single RNA molecule.
Supplementary Figure 8. In situ hybridization analysis of AQP5 in serrated precursor lesions, cADNs and normal colorectal mucosa. AQP5 is also a bona fide marker of serrated tumors: it is very highly expressed in the lower half of serrated crypts in SSLs and HPs (A-C) and in 2 of the 3 TSAs we analyzed (D-F), but no expression was observed in cADNs (G) or normal mucosa (H) (Table 1).
Supplementary Figure 8. In situ hybridization analysis of AQP5 in serrated precursor lesions, cADNs and normal colorectal mucosa. AQP5 is also a bona fide marker of serrated tumors: it is very highly expressed in the lower half of serrated crypts in SSLs and HPs (A-C) and in 2 of the 3 TSAs we analyzed (D-F), but no expression was observed in cADNs (G) or normal mucosa (H) (Table 1).
Supplementary Figure 9. In situ hybridization analysis of LINC00520 in serrated precursor lesions, cADNs and normal colorectal mucosa. The long noncoding LINC00520 RNA is also a good marker of serrated crypts in SSLs (A and B) and HPs (C and D), where it is moderately but consistently expressed in their upper half (Table 1). It is essentially absent in cADNs (E) and TSAs (F) with the exception of rare cells with low expression at the surfaces of these lesions and a few positive SSL-like glands in TSA 3 (G). Moderate expression was also observed in the uppermost epithelial layer of the normal colorectal mucosa (H).
Supplementary Figure 9. In situ hybridization analysis of LINC00520 in serrated precursor lesions, cADNs and normal colorectal mucosa. The long noncoding LINC00520 RNA is also a good marker of serrated crypts in SSLs (A and B) and HPs (C and D), where it is moderately but consistently expressed in their upper half (Table 1). It is essentially absent in cADNs (E) and TSAs (F) with the exception of rare cells with low expression at the surfaces of these lesions and a few positive SSL-like glands in TSA 3 (G). Moderate expression was also observed in the uppermost epithelial layer of the normal colorectal mucosa (H).
Supplementary Figure 10. In situ hybridization analysis of ZIC5 and ZIC2 in serrated precursor lesions, cADNs and normal colorectal mucosa. ZIC5 and ZIC2 are neighboring transcription factor-encoding genes with similar expression profiles in the colorectal tissues investigated (Supplementary Figure 2G). They are consistently expressed at low levels at the bases of serrated crypts in SSLs and HPs (A, B, and F) (Table 1). Neither gene is expressed in cADNs (D), the normal mucosa (E), or TSAs (C) with the exception of a few SSL-like glands in the latter lesions (Table 1). The brown (instead of red) punctate labeling in panel F reflects the use of a different chromogen from that used in other hybridizations.
Supplementary Figure 10. In situ hybridization analysis of ZIC5 and ZIC2 in serrated precursor lesions, cADNs and normal colorectal mucosa. ZIC5 and ZIC2 are neighboring transcription factor-encoding genes with similar expression profiles in the colorectal tissues investigated (Supplementary Figure 2G). They are consistently expressed at low levels at the bases of serrated crypts in SSLs and HPs (A, B, and F) (Table 1). Neither gene is expressed in cADNs (D), the normal mucosa (E), or TSAs (C) with the exception of a few SSL-like glands in the latter lesions (Table 1). The brown (instead of red) punctate labeling in panel F reflects the use of a different chromogen from that used in other hybridizations.
Supplementary Figure 11. In situ hybridization analysis of FOXD1 in serrated precursor lesions, cADNs and normal colorectal mucosa. FOXD1 is another marker of SSLs and HPs, where it is lowly expressed along the entire length of the serrated crypts (A-C). Limited areas of positivity were observed in 2 of the 3 TSAs (D and E) (Table 1), but no expression was found in cADNs (F and G) or in normal mucosa (H).
Supplementary Figure 11. In situ hybridization analysis of FOXD1 in serrated precursor lesions, cADNs and normal colorectal mucosa. FOXD1 is another marker of SSLs and HPs, where it is lowly expressed along the entire length of the serrated crypts (A-C). Limited areas of positivity were observed in 2 of the 3 TSAs (D and E) (Table 1), but no expression was found in cADNs (F and G) or in normal mucosa (H).
Supplementary Figure 12. In situ hybridization analysis of APOBEC1 in serrated precursor lesions, cADNs and normal colorectal mucosa. APOBEC1 was expressed in all the lesion types investigated, especially in the upper portions of glands, and also in the superficial epithelium of the normal mucosa (H) (Table 1). However, the expression was higher in SSLs, where it was absent only at the bases of serrated glands (A and B), and in HPs, where high expression was more confined to the surface of the lesions (Table 1). In TSAs and cADNs, moderate expression of APOBEC1 was seen in glands with more evident goblet-cell differentiation (C-G).
Supplementary Figure 12. In situ hybridization analysis of APOBEC1 in serrated precursor lesions, cADNs and normal colorectal mucosa. APOBEC1 was expressed in all the lesion types investigated, especially in the upper portions of glands, and also in the superficial epithelium of the normal mucosa (H) (Table 1). However, the expression was higher in SSLs, where it was absent only at the bases of serrated glands (A and B), and in HPs, where high expression was more confined to the surface of the lesions (Table 1). In TSAs and cADNs, moderate expression of APOBEC1 was seen in glands with more evident goblet-cell differentiation (C-G).
Supplementary Figure 13. In situ hybridization analysis of MUC5AC in serrated precursor lesions, cADNs and normal colorectal mucosa. MUC5AC expression, like that of APOBEC1, is not specific to serrated lesions. Very high levels were found in the mucous cells of all the lesions we tested, but not in those of the normal mucosa (H) (excluding rare positive cells in its surface; not shown). Very high MUC5AC expression was more extensive in SSLs and HPs (i.e., along the entire length of serrated crypts with lower levels only at their bases) (A-C), while patchier expression was observed in cADNs (D and E) and TSAs (F and G) (Table 1). MUC5AC therefore represents a marker of neoplastic goblet cells (e.g., panel E) but not of their normal mucosal counterparts (panel H).
Supplementary Figure 13. In situ hybridization analysis of MUC5AC in serrated precursor lesions, cADNs and normal colorectal mucosa. MUC5AC expression, like that of APOBEC1, is not specific to serrated lesions. Very high levels were found in the mucous cells of all the lesions we tested, but not in those of the normal mucosa (H) (excluding rare positive cells in its surface; not shown). Very high MUC5AC expression was more extensive in SSLs and HPs (i.e., along the entire length of serrated crypts with lower levels only at their bases) (A-C), while patchier expression was observed in cADNs (D and E) and TSAs (F and G) (Table 1). MUC5AC therefore represents a marker of neoplastic goblet cells (e.g., panel E) but not of their normal mucosal counterparts (panel H).
Supplementary Figure 14. In situ hybridization analysis of NKD1 in serrated precursor lesions, cADNs and normal colorectal mucosa. NKD1 is expressed only in a few cells within the stem-cell compartment at the bottom of serrated crypts in SSLs (A) and HPs (B) and at the bases of normal mucosal crypts (I). In cADNs, it is very highly and extensively expressed, with patchy variation of intensity (C and D), and similarly high expression was also observed in one of the TSAs (E and F). Its expression is much more limited in the other two TSAs (G and H, and Table 1). NKD1 is also expressed in some stromal cells and quite extensively in the muscularis mucosae (I).
Supplementary Figure 14. In situ hybridization analysis of NKD1 in serrated precursor lesions, cADNs and normal colorectal mucosa. NKD1 is expressed only in a few cells within the stem-cell compartment at the bottom of serrated crypts in SSLs (A) and HPs (B) and at the bases of normal mucosal crypts (I). In cADNs, it is very highly and extensively expressed, with patchy variation of intensity (C and D), and similarly high expression was also observed in one of the TSAs (E and F). Its expression is much more limited in the other two TSAs (G and H, and Table 1). NKD1 is also expressed in some stromal cells and quite extensively in the muscularis mucosae (I).
Supplementary Figure 15. In situ hybridization analysis of HOXD13 in serrated precursor lesions, cADNs and normal colorectal mucosa. In proximal-colon SSLs, HOXD13 is expressed only in a few cells at crypt bases (A) (Table 1). The two distal-colon HPs (especially HP 3, which arose in the rectum) displayed moderate expression at the crypt bases (C). Patchy, low-to-moderate HOXD13 expression was also present in cADNs and TSAs (B and D), and only a few sporadic positive crypts were noted in the normal mucosa of the proximal colon (E and F). In contrast, it was expressed in the normal mucosa of the distal colon and rectum at moderate levels, although patches of negative crypts were also seen (G and H).
Supplementary Figure 15. In situ hybridization analysis of HOXD13 in serrated precursor lesions, cADNs and normal colorectal mucosa. In proximal-colon SSLs, HOXD13 is expressed only in a few cells at crypt bases (A) (Table 1). The two distal-colon HPs (especially HP 3, which arose in the rectum) displayed moderate expression at the crypt bases (C). Patchy, low-to-moderate HOXD13 expression was also present in cADNs and TSAs (B and D), and only a few sporadic positive crypts were noted in the normal mucosa of the proximal colon (E and F). In contrast, it was expressed in the normal mucosa of the distal colon and rectum at moderate levels, although patches of negative crypts were also seen (G and H).
Supplementary Figure 16. In situ hybridization analysis of HOXB13 in serrated precursor lesions, cADNs and normal colorectal mucosa. HOXB13 was generally more highly expressed than HOXD13 in colorectal tissues (Table 1; see also Supplementary Figures 2 and 3), but, similarly to HOXD13, it is a typical marker of the normal mucosal of the distal colon and rectum (H). In the normal mucosa of the proximal colon, expression was low or absent (G). Moderate-to-high HOXB13 expression was found in SSLs (A), HPs (B), TSAs (E and F), and cADNs (C and D), but in all four lesion types, more abundant expression was found in tumors taken from the distal colon and rectum (Table 1).
Supplementary Figure 16. In situ hybridization analysis of HOXB13 in serrated precursor lesions, cADNs and normal colorectal mucosa. HOXB13 was generally more highly expressed than HOXD13 in colorectal tissues (Table 1; see also Supplementary Figures 2 and 3), but, similarly to HOXD13, it is a typical marker of the normal mucosal of the distal colon and rectum (H). In the normal mucosa of the proximal colon, expression was low or absent (G). Moderate-to-high HOXB13 expression was found in SSLs (A), HPs (B), TSAs (E and F), and cADNs (C and D), but in all four lesion types, more abundant expression was found in tumors taken from the distal colon and rectum (Table 1).
Supplementary Figure 17. In situ hybridization analysis of FAM3B in serrated precursor lesions, cADNs, and normal colorectal mucosa. In contrast to HOXD13 and HOXB13 of the two previous supplementary figures, FAM3B is highly expressed in the normal epithelium of the proximal colon (C and G) but unexpressed in the distal colon (H) (Table 1; see also Supplementary Figures 2 and 3). Moderate and localized (patchy or superficial) staining was seen in all tumors regardless of type and colorectal segment of origin (A, B, D, E, and F), although higher levels were often found in lesions from the proximal colon.
Supplementary Figure 17. In situ hybridization analysis of FAM3B in serrated precursor lesions, cADNs, and normal colorectal mucosa. In contrast to HOXD13 and HOXB13 of the two previous supplementary figures, FAM3B is highly expressed in the normal epithelium of the proximal colon (C and G) but unexpressed in the distal colon (H) (Table 1; see also Supplementary Figures 2 and 3). Moderate and localized (patchy or superficial) staining was seen in all tumors regardless of type and colorectal segment of origin (A, B, D, E, and F), although higher levels were often found in lesions from the proximal colon.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
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Posted 02 Dec, 2020
On 26 Dec, 2020
Received 02 Dec, 2020
On 01 Dec, 2020
Invitations sent on 26 Nov, 2020
On 17 Nov, 2020
On 17 Nov, 2020
On 17 Nov, 2020
On 02 Nov, 2020
On 22 Aug, 2020
Received 22 Aug, 2020
Invitations sent on 18 Aug, 2020
On 07 Aug, 2020
On 06 Aug, 2020
On 22 Jul, 2020
On 17 Jul, 2020
Posted 02 Dec, 2020
On 26 Dec, 2020
Received 02 Dec, 2020
On 01 Dec, 2020
Invitations sent on 26 Nov, 2020
On 17 Nov, 2020
On 17 Nov, 2020
On 17 Nov, 2020
On 02 Nov, 2020
On 22 Aug, 2020
Received 22 Aug, 2020
Invitations sent on 18 Aug, 2020
On 07 Aug, 2020
On 06 Aug, 2020
On 22 Jul, 2020
On 17 Jul, 2020
Background: Approximately 60% of colorectal cancer (CRC) precursor lesions are the genuinely-dysplastic conventional adenomas (cADNs). The others include hyperplastic polyps (HPs), sessile serrated lesions (SSL), and traditional serrated adenomas (TSAs), subtypes of a class of lesions collectively referred to as “serrated.” Endoscopic and histologic differentiation between cADNs and serrated lesions, and between serrated lesion subtypes can be difficult.
Methods: We used in situ hybridization to verify the expression patterns in CRC precursors of 21 RNA molecules that appear to be promising differentiation markers on the basis of previous RNA sequencing studies.
Results: SSLs could be clearly differentiated from cADNs by the expression patterns of 9 of the 12 RNAs tested for this purpose (VSIG1, ANXA10, ACHE, SEMG1, AQP5, LINC00520, ZIC5/2, FOXD1, NKD1). Expression patterns of all 9 in HPs were similar to those in SSLs. Nine putatively HP-specific RNAs were also investigated, but none could be confirmed as such: most (e.g., HOXD13 and HOXB13), proved instead to be markers of the normal mucosa in the distal colon and rectum, where most HPs arise. TSAs displayed mixed staining patterns reflecting the presence of serrated and dysplastic glands in the same lesion.
Conclusions: Using a robust in situ hybridization protocol, we identified promising tissue-staining markers that, if validated in larger series of lesions, could facilitate more precise histologic classification of CRC precursors and, consequently, more tailored clinical follow-up of their carriers. Our findings should also fuel functional studies on the pathogenic significance of specific gene expression alterations in the initiation and evolution of CRC precursor subtypes.

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This is a list of supplementary files associated with this preprint. Click to download.
Supplementary Figure 1. In situ hybridization experiments: positive and negative controls. Staining controls included mRNA of the human housekeeping gene PPIB (positive control; the punctate labeling in this panel is brown since a different chromogen was used for this hybridization) (A), the bacterial RNA DapB (negative control) (B), and the long noncoding RNA of the X chromosome-located gene XIST (control for tissue-donor sex: positive for female, negative for male, panels C and D, respectively, and Table 1).
Supplementary Figure 1. In situ hybridization experiments: positive and negative controls. Staining controls included mRNA of the human housekeeping gene PPIB (positive control; the punctate labeling in this panel is brown since a different chromogen was used for this hybridization) (A), the bacterial RNA DapB (negative control) (B), and the long noncoding RNA of the X chromosome-located gene XIST (control for tissue-donor sex: positive for female, negative for male, panels C and D, respectively, and Table 1).
Supplementary Figure 2 (Panels A through O). RNA-sequencing-based expression profiles of the targets included in this study based on data published by Parker et al. (reference 28). Integrative Genomics Viewer snapshots are shown for the serrated lesions and cADNs investigated by Parker et al. All lesions assessed in this study were from the proximal colon (details in reference 28). Seventeen SSLs are compared with 15 cADNs, and each track in the snapshot shows the level of a given RNA (i.e., peaks across exons proportional to the number of sequencing reads) in the lesion (SSLs: red track: cADNs: blue track). Below each of these tracks is a track showing the expression level of the same RNA in a patient-matched sample of normal mucosa from the proximal colon (i.e., cecum, ascending, hepatic flexure or transversum) harboring the precancerous lesion (pink track: normal mucosa of an SSL carrier; light blue track: normal mucosa of a cADN carrier).
Supplementary Figure 2 (Panels A through O). RNA-sequencing-based expression profiles of the targets included in this study based on data published by Parker et al. (reference 28). Integrative Genomics Viewer snapshots are shown for the serrated lesions and cADNs investigated by Parker et al. All lesions assessed in this study were from the proximal colon (details in reference 28). Seventeen SSLs are compared with 15 cADNs, and each track in the snapshot shows the level of a given RNA (i.e., peaks across exons proportional to the number of sequencing reads) in the lesion (SSLs: red track: cADNs: blue track). Below each of these tracks is a track showing the expression level of the same RNA in a patient-matched sample of normal mucosa from the proximal colon (i.e., cecum, ascending, hepatic flexure or transversum) harboring the precancerous lesion (pink track: normal mucosa of an SSL carrier; light blue track: normal mucosa of a cADN carrier).
Supplementary Figure 3 (Panels A through K). RNA-sequencing-based expression profiles of the targets included in this study based on data published by Kanth et al. (reference 45). Clinical data on the lesions and normal mucosa samples investigated by Kanth et al. are in panel A, while the RNA expression level (i.e., logCPM: log2 counts per million) of the targets in each tissue is graphically shown in the following panels.
Supplementary Figure 3 (Panels A through K). RNA-sequencing-based expression profiles of the targets included in this study based on data published by Kanth et al. (reference 45). Clinical data on the lesions and normal mucosa samples investigated by Kanth et al. are in panel A, while the RNA expression level (i.e., logCPM: log2 counts per million) of the targets in each tissue is graphically shown in the following panels.
Supplementary Figure 4. In situ hybridization analysis of VSIG1 expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. VSIG1 expression is a bona fide marker of the crypt serration found in SSLs and HPs (A-D), where very high levels (according to the scoring system depicted in Figure 1) are present along the entire longitudinal axis of the serrated crypts, except the bases and mouths. The three TSAs included in this study were largely VSIG1-negative (E), but patchy staining of SSL-type glands within two of these lesions was noted (F) (TSA 3, shown here, and TSA 1, as reported in Table 1). cADNs (G) and normal mucosa (H) were negative. Lesions are numbered as in Table 1.
Supplementary Figure 4. In situ hybridization analysis of VSIG1 expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. VSIG1 expression is a bona fide marker of the crypt serration found in SSLs and HPs (A-D), where very high levels (according to the scoring system depicted in Figure 1) are present along the entire longitudinal axis of the serrated crypts, except the bases and mouths. The three TSAs included in this study were largely VSIG1-negative (E), but patchy staining of SSL-type glands within two of these lesions was noted (F) (TSA 3, shown here, and TSA 1, as reported in Table 1). cADNs (G) and normal mucosa (H) were negative. Lesions are numbered as in Table 1.
Supplementary Figure 5. In situ hybridization analysis of ANXA10 expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. ANXA10 is a specific marker of SSLs (A and B) and HPs (Table 1), where its expression pattern is similar to that of VSIG1 (Supplementary Figure 4). High expression is also seen in a few glands in TSAs, on the surfaces of these lesions, or distributed in irregular patches (C, D and E, Table 1). Isolated positive cells or glands can also be seen very rarely on the surface of cADNs (E and F), but the normal mucosa is consistently negative (H).
Supplementary Figure 5. In situ hybridization analysis of ANXA10 expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. ANXA10 is a specific marker of SSLs (A and B) and HPs (Table 1), where its expression pattern is similar to that of VSIG1 (Supplementary Figure 4). High expression is also seen in a few glands in TSAs, on the surfaces of these lesions, or distributed in irregular patches (C, D and E, Table 1). Isolated positive cells or glands can also be seen very rarely on the surface of cADNs (E and F), but the normal mucosa is consistently negative (H).
Supplementary Figure 6. In situ hybridization analysis of ACHE expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. In SSLs (A and B) and HPs (C) (Table 1), ACHE is very highly expressed at the lesion surface and in the upper half of the serrated crypts. Numerous ACHE-positive crypts are also seen on the surfaces of TSAs, especially in TSA 3 (F and G, Table 1). cADNs are negative with the exception of a few cells with low-to-moderate expression on the surface of adenomatous villi (D and E). Moderate to high ACHE expression was observed in the superficial epithelium of normal crypts (H), submucosa plexi (inset in panel H), some stromal cells (example in panel E), and in lymphocytic folliculi (not shown).
Supplementary Figure 6. In situ hybridization analysis of ACHE expression in serrated precursor lesions, cADNs, and normal colorectal mucosa. In SSLs (A and B) and HPs (C) (Table 1), ACHE is very highly expressed at the lesion surface and in the upper half of the serrated crypts. Numerous ACHE-positive crypts are also seen on the surfaces of TSAs, especially in TSA 3 (F and G, Table 1). cADNs are negative with the exception of a few cells with low-to-moderate expression on the surface of adenomatous villi (D and E). Moderate to high ACHE expression was observed in the superficial epithelium of normal crypts (H), submucosa plexi (inset in panel H), some stromal cells (example in panel E), and in lymphocytic folliculi (not shown).
Supplementary Figure 7. In situ hybridization analysis of SEMG1 in serrated precursor lesions, cADNs and normal colorectal mucosa. SEMG1 is moderately expressed in SSLs and HPs (A-D) along most of the longitudinal axis of serrated crypts, with lower-level expression at their bases and mouths (Table 1). Patches of low expression were also seen in TSAs (E and F). In cADNs and normal mucosa, SEMG1 was virtually absent (G and H, respectively) with the exception of a few cells with one or two dot-like signals each reflecting a single RNA molecule.
Supplementary Figure 7. In situ hybridization analysis of SEMG1 in serrated precursor lesions, cADNs and normal colorectal mucosa. SEMG1 is moderately expressed in SSLs and HPs (A-D) along most of the longitudinal axis of serrated crypts, with lower-level expression at their bases and mouths (Table 1). Patches of low expression were also seen in TSAs (E and F). In cADNs and normal mucosa, SEMG1 was virtually absent (G and H, respectively) with the exception of a few cells with one or two dot-like signals each reflecting a single RNA molecule.
Supplementary Figure 8. In situ hybridization analysis of AQP5 in serrated precursor lesions, cADNs and normal colorectal mucosa. AQP5 is also a bona fide marker of serrated tumors: it is very highly expressed in the lower half of serrated crypts in SSLs and HPs (A-C) and in 2 of the 3 TSAs we analyzed (D-F), but no expression was observed in cADNs (G) or normal mucosa (H) (Table 1).
Supplementary Figure 8. In situ hybridization analysis of AQP5 in serrated precursor lesions, cADNs and normal colorectal mucosa. AQP5 is also a bona fide marker of serrated tumors: it is very highly expressed in the lower half of serrated crypts in SSLs and HPs (A-C) and in 2 of the 3 TSAs we analyzed (D-F), but no expression was observed in cADNs (G) or normal mucosa (H) (Table 1).
Supplementary Figure 9. In situ hybridization analysis of LINC00520 in serrated precursor lesions, cADNs and normal colorectal mucosa. The long noncoding LINC00520 RNA is also a good marker of serrated crypts in SSLs (A and B) and HPs (C and D), where it is moderately but consistently expressed in their upper half (Table 1). It is essentially absent in cADNs (E) and TSAs (F) with the exception of rare cells with low expression at the surfaces of these lesions and a few positive SSL-like glands in TSA 3 (G). Moderate expression was also observed in the uppermost epithelial layer of the normal colorectal mucosa (H).
Supplementary Figure 9. In situ hybridization analysis of LINC00520 in serrated precursor lesions, cADNs and normal colorectal mucosa. The long noncoding LINC00520 RNA is also a good marker of serrated crypts in SSLs (A and B) and HPs (C and D), where it is moderately but consistently expressed in their upper half (Table 1). It is essentially absent in cADNs (E) and TSAs (F) with the exception of rare cells with low expression at the surfaces of these lesions and a few positive SSL-like glands in TSA 3 (G). Moderate expression was also observed in the uppermost epithelial layer of the normal colorectal mucosa (H).
Supplementary Figure 10. In situ hybridization analysis of ZIC5 and ZIC2 in serrated precursor lesions, cADNs and normal colorectal mucosa. ZIC5 and ZIC2 are neighboring transcription factor-encoding genes with similar expression profiles in the colorectal tissues investigated (Supplementary Figure 2G). They are consistently expressed at low levels at the bases of serrated crypts in SSLs and HPs (A, B, and F) (Table 1). Neither gene is expressed in cADNs (D), the normal mucosa (E), or TSAs (C) with the exception of a few SSL-like glands in the latter lesions (Table 1). The brown (instead of red) punctate labeling in panel F reflects the use of a different chromogen from that used in other hybridizations.
Supplementary Figure 10. In situ hybridization analysis of ZIC5 and ZIC2 in serrated precursor lesions, cADNs and normal colorectal mucosa. ZIC5 and ZIC2 are neighboring transcription factor-encoding genes with similar expression profiles in the colorectal tissues investigated (Supplementary Figure 2G). They are consistently expressed at low levels at the bases of serrated crypts in SSLs and HPs (A, B, and F) (Table 1). Neither gene is expressed in cADNs (D), the normal mucosa (E), or TSAs (C) with the exception of a few SSL-like glands in the latter lesions (Table 1). The brown (instead of red) punctate labeling in panel F reflects the use of a different chromogen from that used in other hybridizations.
Supplementary Figure 11. In situ hybridization analysis of FOXD1 in serrated precursor lesions, cADNs and normal colorectal mucosa. FOXD1 is another marker of SSLs and HPs, where it is lowly expressed along the entire length of the serrated crypts (A-C). Limited areas of positivity were observed in 2 of the 3 TSAs (D and E) (Table 1), but no expression was found in cADNs (F and G) or in normal mucosa (H).
Supplementary Figure 11. In situ hybridization analysis of FOXD1 in serrated precursor lesions, cADNs and normal colorectal mucosa. FOXD1 is another marker of SSLs and HPs, where it is lowly expressed along the entire length of the serrated crypts (A-C). Limited areas of positivity were observed in 2 of the 3 TSAs (D and E) (Table 1), but no expression was found in cADNs (F and G) or in normal mucosa (H).
Supplementary Figure 12. In situ hybridization analysis of APOBEC1 in serrated precursor lesions, cADNs and normal colorectal mucosa. APOBEC1 was expressed in all the lesion types investigated, especially in the upper portions of glands, and also in the superficial epithelium of the normal mucosa (H) (Table 1). However, the expression was higher in SSLs, where it was absent only at the bases of serrated glands (A and B), and in HPs, where high expression was more confined to the surface of the lesions (Table 1). In TSAs and cADNs, moderate expression of APOBEC1 was seen in glands with more evident goblet-cell differentiation (C-G).
Supplementary Figure 12. In situ hybridization analysis of APOBEC1 in serrated precursor lesions, cADNs and normal colorectal mucosa. APOBEC1 was expressed in all the lesion types investigated, especially in the upper portions of glands, and also in the superficial epithelium of the normal mucosa (H) (Table 1). However, the expression was higher in SSLs, where it was absent only at the bases of serrated glands (A and B), and in HPs, where high expression was more confined to the surface of the lesions (Table 1). In TSAs and cADNs, moderate expression of APOBEC1 was seen in glands with more evident goblet-cell differentiation (C-G).
Supplementary Figure 13. In situ hybridization analysis of MUC5AC in serrated precursor lesions, cADNs and normal colorectal mucosa. MUC5AC expression, like that of APOBEC1, is not specific to serrated lesions. Very high levels were found in the mucous cells of all the lesions we tested, but not in those of the normal mucosa (H) (excluding rare positive cells in its surface; not shown). Very high MUC5AC expression was more extensive in SSLs and HPs (i.e., along the entire length of serrated crypts with lower levels only at their bases) (A-C), while patchier expression was observed in cADNs (D and E) and TSAs (F and G) (Table 1). MUC5AC therefore represents a marker of neoplastic goblet cells (e.g., panel E) but not of their normal mucosal counterparts (panel H).
Supplementary Figure 13. In situ hybridization analysis of MUC5AC in serrated precursor lesions, cADNs and normal colorectal mucosa. MUC5AC expression, like that of APOBEC1, is not specific to serrated lesions. Very high levels were found in the mucous cells of all the lesions we tested, but not in those of the normal mucosa (H) (excluding rare positive cells in its surface; not shown). Very high MUC5AC expression was more extensive in SSLs and HPs (i.e., along the entire length of serrated crypts with lower levels only at their bases) (A-C), while patchier expression was observed in cADNs (D and E) and TSAs (F and G) (Table 1). MUC5AC therefore represents a marker of neoplastic goblet cells (e.g., panel E) but not of their normal mucosal counterparts (panel H).
Supplementary Figure 14. In situ hybridization analysis of NKD1 in serrated precursor lesions, cADNs and normal colorectal mucosa. NKD1 is expressed only in a few cells within the stem-cell compartment at the bottom of serrated crypts in SSLs (A) and HPs (B) and at the bases of normal mucosal crypts (I). In cADNs, it is very highly and extensively expressed, with patchy variation of intensity (C and D), and similarly high expression was also observed in one of the TSAs (E and F). Its expression is much more limited in the other two TSAs (G and H, and Table 1). NKD1 is also expressed in some stromal cells and quite extensively in the muscularis mucosae (I).
Supplementary Figure 14. In situ hybridization analysis of NKD1 in serrated precursor lesions, cADNs and normal colorectal mucosa. NKD1 is expressed only in a few cells within the stem-cell compartment at the bottom of serrated crypts in SSLs (A) and HPs (B) and at the bases of normal mucosal crypts (I). In cADNs, it is very highly and extensively expressed, with patchy variation of intensity (C and D), and similarly high expression was also observed in one of the TSAs (E and F). Its expression is much more limited in the other two TSAs (G and H, and Table 1). NKD1 is also expressed in some stromal cells and quite extensively in the muscularis mucosae (I).
Supplementary Figure 15. In situ hybridization analysis of HOXD13 in serrated precursor lesions, cADNs and normal colorectal mucosa. In proximal-colon SSLs, HOXD13 is expressed only in a few cells at crypt bases (A) (Table 1). The two distal-colon HPs (especially HP 3, which arose in the rectum) displayed moderate expression at the crypt bases (C). Patchy, low-to-moderate HOXD13 expression was also present in cADNs and TSAs (B and D), and only a few sporadic positive crypts were noted in the normal mucosa of the proximal colon (E and F). In contrast, it was expressed in the normal mucosa of the distal colon and rectum at moderate levels, although patches of negative crypts were also seen (G and H).
Supplementary Figure 15. In situ hybridization analysis of HOXD13 in serrated precursor lesions, cADNs and normal colorectal mucosa. In proximal-colon SSLs, HOXD13 is expressed only in a few cells at crypt bases (A) (Table 1). The two distal-colon HPs (especially HP 3, which arose in the rectum) displayed moderate expression at the crypt bases (C). Patchy, low-to-moderate HOXD13 expression was also present in cADNs and TSAs (B and D), and only a few sporadic positive crypts were noted in the normal mucosa of the proximal colon (E and F). In contrast, it was expressed in the normal mucosa of the distal colon and rectum at moderate levels, although patches of negative crypts were also seen (G and H).
Supplementary Figure 16. In situ hybridization analysis of HOXB13 in serrated precursor lesions, cADNs and normal colorectal mucosa. HOXB13 was generally more highly expressed than HOXD13 in colorectal tissues (Table 1; see also Supplementary Figures 2 and 3), but, similarly to HOXD13, it is a typical marker of the normal mucosal of the distal colon and rectum (H). In the normal mucosa of the proximal colon, expression was low or absent (G). Moderate-to-high HOXB13 expression was found in SSLs (A), HPs (B), TSAs (E and F), and cADNs (C and D), but in all four lesion types, more abundant expression was found in tumors taken from the distal colon and rectum (Table 1).
Supplementary Figure 16. In situ hybridization analysis of HOXB13 in serrated precursor lesions, cADNs and normal colorectal mucosa. HOXB13 was generally more highly expressed than HOXD13 in colorectal tissues (Table 1; see also Supplementary Figures 2 and 3), but, similarly to HOXD13, it is a typical marker of the normal mucosal of the distal colon and rectum (H). In the normal mucosa of the proximal colon, expression was low or absent (G). Moderate-to-high HOXB13 expression was found in SSLs (A), HPs (B), TSAs (E and F), and cADNs (C and D), but in all four lesion types, more abundant expression was found in tumors taken from the distal colon and rectum (Table 1).
Supplementary Figure 17. In situ hybridization analysis of FAM3B in serrated precursor lesions, cADNs, and normal colorectal mucosa. In contrast to HOXD13 and HOXB13 of the two previous supplementary figures, FAM3B is highly expressed in the normal epithelium of the proximal colon (C and G) but unexpressed in the distal colon (H) (Table 1; see also Supplementary Figures 2 and 3). Moderate and localized (patchy or superficial) staining was seen in all tumors regardless of type and colorectal segment of origin (A, B, D, E, and F), although higher levels were often found in lesions from the proximal colon.
Supplementary Figure 17. In situ hybridization analysis of FAM3B in serrated precursor lesions, cADNs, and normal colorectal mucosa. In contrast to HOXD13 and HOXB13 of the two previous supplementary figures, FAM3B is highly expressed in the normal epithelium of the proximal colon (C and G) but unexpressed in the distal colon (H) (Table 1; see also Supplementary Figures 2 and 3). Moderate and localized (patchy or superficial) staining was seen in all tumors regardless of type and colorectal segment of origin (A, B, D, E, and F), although higher levels were often found in lesions from the proximal colon.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
Supplementary Figures 18-29. H&E-stained sections of each of the 12 lesions investigated in this study.
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