Validation Log 2026-02-01 08:43:14.249030 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006612/mwtab/json Study ID: ST004009 Analysis ID: AN006612 File format: json Status: Contains Validation Issues Number of Issues: 10 Number of Warnings: 6 Number of Value Errors: 10 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: An empty value or a null value was detected in ["PROJECT"]["PHONE"]. A legitimate value should be provided for this required key. Error: An empty value or a null value was detected in ["STUDY"]["PHONE"]. A legitimate value should be provided for this required key. Error: The value, "0.25mL/min", in ["CHROMATOGRAPHY"]["FLOW_RATE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "40", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Warning: The "m/z" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "INCHIKEY" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "INCHIKEY" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 1 RFLVMTUMFYRZCB-UHFFFAOYAM 2 BRMWTNUJHUMWMS-LURJTMIEBU 3 LDHMAVIPBRSVRG-IKLDFBCSAY 4 OLXZPDWKRNYJJZ-RRKCRQDMBK 5 CKTSBUTUHBMZGZ-SHYZEUOFBO 6 JDHILDINMRGULE-UHFFFAOYAX 8 GFFGJBXGBJISGV-UHFFFAOYAT 9 OIRDTQYFTABQOQ-KQYNXXCUBX 10 IVOMOUWHDPKRLL-HMEJCUHCBO 12 UDMBCSSLTHHNCD-KQYNXXCUBP 13 QNAYBMKLOCPYGJ-REOHCLBHBS 14 OYIFNHCXNCRBQI-BYPYZUCNBJ 16 MYYIAHXIVFADCU-QMMMGPOBBJ 17 XSQUKJJJFZCRTK-UHFFFAOYAF 18 ODKSFYDXXFIFQN-BYPYZUCNBA 20 CKLJMWTZIZZHCS-REOHCLBHBW 21 UCMIRNVEIXFBKS-UHFFFAOYAL 22 KWIUHFFTVRNATP-IKLDFBCSAC 23 YBJHBAHKTGYVGT-ZKWXMUAHBB 24 PHIQHXFUZVPYII-UHFFFAOYAT 25 CQOVPNPJLQNMDC-ZETCQYMHBX 26 OEYIOHPDSNJKLS-UHFFFAOYAN 27 RHGKLRLOHDJJDR-UHFFFAOYAQ 28 DDRJAANPRJIHGJ-UHFFFAOYAV 29 ILRYLPWNYFXEMH-UHFFFAOYAH 31 UHDGCWIWMRVCDJ-XVFCMESIBD 33 IERHLVCPSMICTF-XVFCMESIBY 34 OPTASPLRGRRNAP-UHFFFAOYAY 36 VGONTNSXDCQUGY-RRKCRQDMBC 37 VYFYYTLLBUKUHU-UHFFFAOYAA 39 HZAXFHJVJLSVMW-UHFFFAOYAD 40 VWWQXMAJTJZDQX-UYBVJOGSBL 41 WHUUTDBJXJRKMK-VKHMYHEABN 42 ZDXPYRJPNDTMRX-UHFFFAOYAL 43 RWSXRVCMGQZWBV-GDVGLLTNBT 44 YPZRWBKMTBYPTK-BJDJZHNGBD 46 SUHOQUVVVLNYQR-MRVPVSSYBR 47 DHMQDGOQFOQNFH-UHFFFAOYAW 48 BPMFZUMJYQTVII-UHFFFAOYAQ 49 UYTPUPDQBNUYGX-UHFFFAOYAE 50 NYHBQMYGNKIUIF-UUOKFMHZBU 51 RQFCJASXJCIDSX-UUOKFMHZBU 53 HNDVDQJCIGZPNO-YFKPBYRVBM 54 QUOGESRFPZDMMT-YFKPBYRVBD 55 UKAUYVFTDYCKQA-UHFFFAOYAZ 56 VVIUBCNYACGLLV-UHFFFAOYAM 58 UGQMRVRMYYASKQ-KQYNXXCUBA 59 GRSZFWQUAKGDAV-KQYNXXCUBU 60 AGPKZVBTJJNPAG-WHFBIAKZBB 61 YGPSJZOEDVAXAB-QMMMGPOBBJ 62 ROHFNLRQFUQHCH-YFKPBYRVBU 63 KDXKERNSBIXSRK-YFKPBYRVBE 64 FFEARJCKVFRZRR-BYPYZUCNBW 67 FONIWJIDLJEJTL-UHFFFAOYAO 69 KSMRODHGGIIXDV-YFKPBYRVBV 71 VEYYWZRYIYDQJM-UHFFFAOYAQ 72 GNMSLDIYJOSUSW-LURJTMIEBA 74 BOPGDPNILDQYTO-NNYOXOHSBA 76 DFPAKSUCGFBDDF-UHFFFAOYAZ 77 AHLPHDHHMVZTML-BYPYZUCNBZ 79 GHOKWGTUZJEAQD-ZETCQYMHBS 80 COLNVLDHVKWLRT-QMMMGPOBBC 83 HXEACLLIILLPRG-UHFFFAOYAL 84 ONIBWKKTOPOVIA-BYPYZUCNBZ 85 KIDHWZJUCRJVML-UHFFFAOYAX 87 ODHCTXKNWHHXJC-VKHMYHEABY 88 AUNGANRZJHBGPY-SCRDCRAPBG 91 MTCFGRXMJLQNBG-REOHCLBHBX 92 QZAYGJVTTNCVMB-UHFFFAOYAX 93 XOAAWQZATWQOTB-UHFFFAOYAA 96 AYFVYJQAPQTCCC-GBXIJSLDBG 98 QIVBCDIJIAJPQS-VIFPVBQEBP 99 OUYCCCASQSFEME-QMMMGPOBBZ 101 HSCJRCZFDFQWRP-ABVWGUQPBC 102 FOGRQMPFHUHIGU-XVFCMESIBZ 103 LOIYMIARKYCTBW-OWOJBTEDBA 104 KZSNJWFQEVHDMF-BYPYZUCNBW 105 LRFVTYWOQMYALW-UHFFFAOYAT Warning: The "Adduct type" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "adduct". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "Retention time [min]" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_time". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "Adduct type" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.