Robust protocols and automation now enable large-scale single-cell RNA and ATAC sequencing experiments and their application on biobank and clinical cohorts. However, technical biases introduced during sample acquisition can hinder solid, reproducible results, and a systematic benchmarking is required before entering large-scale data production. Here, we report the existence and extent of gene expression and chromatin accessibility artifacts introduced during sampling and identify experimental and computational solutions for their prevention.
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (PE) |
|
MBS6308209-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (APC) |
|
MBS6308200-02mL |
MyBiosource |
0.2mL |
EUR 980 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (APC) |
|
MBS6308200-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (FITC) |
|
MBS6308202-02mL |
MyBiosource |
0.2mL |
EUR 980 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (FITC) |
|
MBS6308202-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (Biotin) |
|
MBS6308201-02mL |
MyBiosource |
0.2mL |
EUR 980 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (Biotin) |
|
MBS6308201-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (Azide free) (HRP) |
|
MBS6308203-02mL |
MyBiosource |
0.2mL |
EUR 980 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (Azide free) (HRP) |
|
MBS6308203-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 405) |
|
MBS6308204-01mL |
MyBiosource |
0.1mL |
EUR 980 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 405) |
|
MBS6308204-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 490) |
|
MBS6308205-01mL |
MyBiosource |
0.1mL |
EUR 980 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 490) |
|
MBS6308205-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 550) |
|
MBS6308206-01mL |
MyBiosource |
0.1mL |
EUR 980 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 550) |
|
MBS6308206-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 650) |
|
MBS6308207-01mL |
MyBiosource |
0.1mL |
EUR 980 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 650) |
|
MBS6308207-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 750) |
|
MBS6308208-01mL |
MyBiosource |
0.1mL |
EUR 980 |
HP, ID (HP, Haptoglobin, Zonulin, Haptoglobin alpha chain, Haptoglobin beta chain) (MaxLight 750) |
|
MBS6308208-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (AP) |
|
MBS6479474-02mL |
MyBiosource |
0.2mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (AP) |
|
MBS6479474-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (PE) |
|
MBS6479484-02mL |
MyBiosource |
0.2mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (PE) |
|
MBS6479484-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (APC) |
|
MBS6479475-02mL |
MyBiosource |
0.2mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (APC) |
|
MBS6479475-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (Biotin) |
|
MBS6479476-02mL |
MyBiosource |
0.2mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (Biotin) |
|
MBS6479476-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (FITC) |
|
MBS6479477-02mL |
MyBiosource |
0.2mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (FITC) |
|
MBS6479477-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
Hapten/ Hapten-HRP-conjugate stabilizer |
|
DPHHRPG-100mL |
Diagnopal |
100 mL |
EUR 59.28 |
Hapten/ Hapten-HRP-conjugate stabilizer |
|
DPHHRPG-1Liter |
Diagnopal |
1 Liter |
EUR 178.6 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (Azide free) (HRP) |
|
MBS6479478-02mL |
MyBiosource |
0.2mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (Azide free) (HRP) |
|
MBS6479478-5x02mL |
MyBiosource |
5x0.2mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 405) |
|
MBS6479479-01mL |
MyBiosource |
0.1mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 405) |
|
MBS6479479-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 490) |
|
MBS6479480-01mL |
MyBiosource |
0.1mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 490) |
|
MBS6479480-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 550) |
|
MBS6479481-01mL |
MyBiosource |
0.1mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 550) |
|
MBS6479481-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 650) |
|
MBS6479482-01mL |
MyBiosource |
0.1mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 650) |
|
MBS6479482-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 750) |
|
MBS6479483-01mL |
MyBiosource |
0.1mL |
EUR 980 |
Haptoglobin (HP, BP, Haptoglobin alpha Chain, Haptoglobin beta Chain, HP2ALPHA2, HPA1S, MGC111141) (MaxLight 750) |
|
MBS6479483-5x01mL |
MyBiosource |
5x0.1mL |
EUR 4250 |
OPPA01435-200UG - Haptoglobin Human - Human Haptoglobin Protein |
|
OPPA01435-200UG |
Aviva Systems Biology |
200ug |
EUR 112 |
|
|
Haptamide B |
|
MBS5775214-5x5mg |
MyBiosource |
5x5(mg |
EUR 3970 |
Recombinant Haplopelma hainanum Hainantoxin-II.9 |
|
MBS1218596-005mgBaculovirus |
MyBiosource |
0.05mg(Baculovirus) |
EUR 895 |
Recombinant Haplopelma hainanum Hainantoxin-II.9 |
|
MBS1218596-005mgEColi |
MyBiosource |
0.05mg(E-Coli) |
EUR 520 |
Recombinant Haplopelma hainanum Hainantoxin-II.9 |
|
MBS1218596-005mgYeast |
MyBiosource |
0.05mg(Yeast) |
EUR 715 |
Recombinant Haplopelma hainanum Hainantoxin-II.9 |
|
MBS1218596-02mgEColi |
MyBiosource |
0.2mg(E-Coli) |
EUR 680 |
Recombinant Haplopelma hainanum Hainantoxin-II.9 |
|
MBS1218596-05mgEColi |
MyBiosource |
0.5mg(E-Coli) |
EUR 725 |
Recombinant Haplopelma hainanum Hainantoxin-XI-9 |
|
MBS1226898-005mgBaculovirus |
MyBiosource |
0.05mg(Baculovirus) |
EUR 910 |
Recombinant Haplopelma hainanum Hainantoxin-XI-9 |
|
MBS1226898-005mgEColi |
MyBiosource |
0.05mg(E-Coli) |
EUR 540 |
Recombinant Haplopelma hainanum Hainantoxin-XI-9 |
|
MBS1226898-005mgYeast |
MyBiosource |
0.05mg(Yeast) |
EUR 735 |
Recombinant Haplopelma hainanum Hainantoxin-XI-9 |
|
MBS1226898-02mgEColi |
MyBiosource |
0.2mg(E-Coli) |
EUR 695 |
Recombinant Haplopelma hainanum Hainantoxin-XI-9 |
|
MBS1226898-05mgEColi |
MyBiosource |
0.5mg(E-Coli) |
EUR 760 |
Recombinant Haplopelma hainanum Hainantoxin-XVI.9 |
|
MBS1168887-005mgBaculovirus |
MyBiosource |
0.05mg(Baculovirus) |
EUR 900 |
Recombinant Haplopelma hainanum Hainantoxin-XVI.9 |
|
MBS1168887-005mgEColi |
MyBiosource |
0.05mg(E-Coli) |
EUR 520 |
Recombinant Haplopelma hainanum Hainantoxin-XVI.9 |
|
MBS1168887-005mgYeast |
MyBiosource |
0.05mg(Yeast) |
EUR 720 |
Recombinant Haplopelma hainanum Hainantoxin-XVI.9 |
|
MBS1168887-02mgEColi |
MyBiosource |
0.2mg(E-Coli) |
EUR 685 |
Recombinant Haplopelma hainanum Hainantoxin-XVI.9 |
|
MBS1168887-05mgEColi |
MyBiosource |
0.5mg(E-Coli) |
EUR 730 |
Recombinant Haplopelma hainanum Hainantoxin-II-9 |
|
MBS1110131-005mgBaculovirus |
MyBiosource |
0.05mg(Baculovirus) |
EUR 895 |
Recombinant Haplopelma hainanum Hainantoxin-II-9 |
|
MBS1110131-005mgEColi |
MyBiosource |
0.05mg(E-Coli) |
EUR 520 |
Recombinant Haplopelma hainanum Hainantoxin-II-9 |
|
MBS1110131-005mgYeast |
MyBiosource |
0.05mg(Yeast) |
EUR 715 |
Recombinant Haplopelma hainanum Hainantoxin-II-9 |
|
MBS1110131-02mgEColi |
MyBiosource |
0.2mg(E-Coli) |
EUR 680 |
Recombinant Haplopelma hainanum Hainantoxin-II-9 |
|
MBS1110131-05mgEColi |
MyBiosource |
0.5mg(E-Coli) |
EUR 725 |
Recombinant Haplopelma hainanum Hainantoxin-III-9 |
|
MBS1140344-005mgBaculovirus |
MyBiosource |
0.05mg(Baculovirus) |
EUR 890 |
Recombinant Haplopelma hainanum Hainantoxin-III-9 |
|
MBS1140344-005mgEColi |
MyBiosource |
0.05mg(E-Coli) |
EUR 515 |
Recombinant Haplopelma hainanum Hainantoxin-III-9 |
|
MBS1140344-005mgYeast |
MyBiosource |
0.05mg(Yeast) |
EUR 710 |
Recombinant Haplopelma hainanum Hainantoxin-III-9 |
|
MBS1140344-02mgEColi |
MyBiosource |
0.2mg(E-Coli) |
EUR 675 |
Recombinant Haplopelma hainanum Hainantoxin-III-9 |
|
MBS1140344-05mgEColi |
MyBiosource |
0.5mg(E-Coli) |
EUR 720 |
Recombinant Haplopelma hainanum Hainantoxin-XVI-9 |
|
MBS1085165-005mgBaculovirus |
MyBiosource |
0.05mg(Baculovirus) |
EUR 900 |
Recombinant Haplopelma hainanum Hainantoxin-XVI-9 |
|
MBS1085165-005mgEColi |
MyBiosource |
0.05mg(E-Coli) |
EUR 520 |
Recombinant Haplopelma hainanum Hainantoxin-XVI-9 |
|
MBS1085165-005mgYeast |
MyBiosource |
0.05mg(Yeast) |
EUR 720 |
Recombinant Haplopelma hainanum Hainantoxin-XVI-9 |
|
MBS1085165-02mgEColi |
MyBiosource |
0.2mg(E-Coli) |
EUR 685 |
Recombinant Haplopelma hainanum Hainantoxin-XVI-9 |
|
MBS1085165-05mgEColi |
MyBiosource |
0.5mg(E-Coli) |
EUR 730 |
Recombinant Haplopelma hainanum Hainantoxin-VIII.9 |
|
MBS1024593-005mgBaculovirus |
MyBiosource |
0.05mg(Baculovirus) |
EUR 895 |
Recombinant Haplopelma hainanum Hainantoxin-VIII.9 |
|
MBS1024593-005mgEColi |
MyBiosource |
0.05mg(E-Coli) |
EUR 515 |
Recombinant Haplopelma hainanum Hainantoxin-VIII.9 |
|
MBS1024593-005mgYeast |
MyBiosource |
0.05mg(Yeast) |
EUR 715 |
Recombinant Haplopelma hainanum Hainantoxin-VIII.9 |
|
MBS1024593-02mgEColi |
MyBiosource |
0.2mg(E-Coli) |
EUR 680 |
Recombinant Haplopelma hainanum Hainantoxin-VIII.9 |
|
MBS1024593-05mgEColi |
MyBiosource |
0.5mg(E-Coli) |
EUR 725 |
Recombinant Haplopelma hainanum Hainantoxin-VIII-9 |
|
MBS1111091-005mgBaculovirus |
MyBiosource |
0.05mg(Baculovirus) |
EUR 895 |
Recombinant Haplopelma hainanum Hainantoxin-VIII-9 |
|
MBS1111091-005mgEColi |
MyBiosource |
0.05mg(E-Coli) |
EUR 515 |
Recombinant Haplopelma hainanum Hainantoxin-VIII-9 |
|
MBS1111091-005mgYeast |
MyBiosource |
0.05mg(Yeast) |
EUR 715 |
Recombinant Haplopelma hainanum Hainantoxin-VIII-9 |
|
MBS1111091-02mgEColi |
MyBiosource |
0.2mg(E-Coli) |
EUR 680 |
Recombinant Haplopelma hainanum Hainantoxin-VIII-9 |
|
MBS1111091-05mgEColi |
MyBiosource |
0.5mg(E-Coli) |
EUR 725 |
Recombinant Haplopelma hainanum Hainantoxin-XIII-9 |
|
MBS1250122-005mgBaculovirus |
MyBiosource |
0.05mg(Baculovirus) |
EUR 900 |
Recombinant Haplopelma hainanum Hainantoxin-XIII-9 |
|
MBS1250122-005mgEColi |
MyBiosource |
0.05mg(E-Coli) |
EUR 525 |
Recombinant Haplopelma hainanum Hainantoxin-XIII-9 |
|
MBS1250122-005mgYeast |
MyBiosource |
0.05mg(Yeast) |
EUR 720 |
Recombinant Haplopelma hainanum Hainantoxin-XIII-9 |
|
MBS1250122-02mgEColi |
MyBiosource |
0.2mg(E-Coli) |
EUR 685 |
Recombinant Haplopelma hainanum Hainantoxin-XIII-9 |
|
MBS1250122-05mgEColi |
MyBiosource |
0.5mg(E-Coli) |
EUR 735 |
Haptoglobin |
|
AP78677 |
SAB |
1mg |
EUR 2640 |
|
|
Haptoglobin |
|
AP83683 |
SAB |
1mg |
EUR 2640 |
|
|
Haptoglobin |
|
AP83875 |
SAB |
1mg |
EUR 2640 |
|
|
Haptoglobin |
|
AP83959 |
SAB |
1mg |
EUR 2640 |
|
|
Haptoglobin |
|
AP84082 |
SAB |
1mg |
EUR 2640 |
|
|
Haptoglobin |
|
AP84671 |
SAB |
1mg |
EUR 2640 |
|
|
Haptoglobin |
|
E8ET1703-24 |
EnoGene |
100ul |
EUR 275 |
|
Description: Available in various conjugation types. |
Haptoglobin |
|
E8M1510-36 |
EnoGene |
100ul |
EUR 275 |
|
Description: Available in various conjugation types. |
Haptoglobin |
|
E8M1510-37 |
EnoGene |
100ul |
EUR 275 |
|
Description: Available in various conjugation types. |