Validation Log 2026-02-01 08:43:21.421050 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006613/mwtab/json Study ID: ST004009 Analysis ID: AN006613 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: 0 QWCKQJZIFLGMSD-UHFFFAOYAG 1 CKTSBUTUHBMZGZ-SHYZEUOFBO 2 CCVYRRGZDBSHFU-UHFFFAOYAL 3 TYEYBOSBBBHJIV-UHFFFAOYAT 4 KPGXRSRHYNQIFN-UHFFFAOYAN 5 VOXXWSYKYCBWHO-UHFFFAOYAI 9 JDHILDINMRGULE-UHFFFAOYAX 10 FOGRQMPFHUHIGU-XVFCMESIBZ 13 GFFGJBXGBJISGV-UHFFFAOYAT 14 OIRDTQYFTABQOQ-KQYNXXCUBX 15 IVOMOUWHDPKRLL-HMEJCUHCBO 16 XTWYTFMLZFPYCI-KQYNXXCUBP 18 UDMBCSSLTHHNCD-KQYNXXCUBP 19 QNAYBMKLOCPYGJ-REOHCLBHBS 20 POJWUDADGALRAB-UHFFFAOYAE 21 OYIFNHCXNCRBQI-BYPYZUCNBJ 22 MYYIAHXIVFADCU-QMMMGPOBBJ 24 ODKSFYDXXFIFQN-BYPYZUCNBA 26 CKLJMWTZIZZHCS-REOHCLBHBW 27 PHIQHXFUZVPYII-UHFFFAOYAT 28 CQOVPNPJLQNMDC-ZETCQYMHBX 29 GTZCVFVGUGFEME-IWQZZHSRBS 31 RHGKLRLOHDJJDR-UHFFFAOYAQ 32 UHDGCWIWMRVCDJ-XVFCMESIBD 33 IERHLVCPSMICTF-XVFCMESIBY 34 VGONTNSXDCQUGY-RRKCRQDMBC 35 MXHRCPNRJAMMIM-SHYZEUOFBK 37 VWWQXMAJTJZDQX-UYBVJOGSBL 39 VZCYOOQTPOCHFL-OWOJBTEDBF 42 WHUUTDBJXJRKMK-VKHMYHEABN 43 ZDXPYRJPNDTMRX-UHFFFAOYAL 45 YPZRWBKMTBYPTK-BJDJZHNGBD 48 DHMQDGOQFOQNFH-UHFFFAOYAW 49 BPMFZUMJYQTVII-UHFFFAOYAQ 50 UYTPUPDQBNUYGX-UHFFFAOYAE 51 NYHBQMYGNKIUIF-UUOKFMHZBU 52 RQFCJASXJCIDSX-UUOKFMHZBU 54 QIAFMBKCNZACKA-UHFFFAOYAD 57 VVIUBCNYACGLLV-UHFFFAOYAM 59 UGQMRVRMYYASKQ-KQYNXXCUBA 60 GRSZFWQUAKGDAV-KQYNXXCUBU 61 AGPKZVBTJJNPAG-WHFBIAKZBB 63 ROHFNLRQFUQHCH-YFKPBYRVBU 64 KDXKERNSBIXSRK-YFKPBYRVBE 65 NBSCHQHZLSJFNQ-RWOPYEJCBI 67 FFEARJCKVFRZRR-BYPYZUCNBW 69 OTCCIMWXFLJLIA-BYPYZUCNBM 71 PWKSKIMOESPYIA-BYPYZUCNBU 73 KSMRODHGGIIXDV-YFKPBYRVBV 74 WXNXCEHXYPACJF-UHFFFAOYAT 75 VEYYWZRYIYDQJM-UHFFFAOYAQ 76 XUYPXLNMDZIRQH-UHFFFAOYAQ 77 SQVRNKJHWKZAKO-PFQGKNLYBI 78 CBQJSKKFNMDLON-UHFFFAOYAG 79 JJIHLJJYMXLCOY-UHFFFAOYAF 81 BOPGDPNILDQYTO-NNYOXOHSBA 82 XJLXINKUBYWONI-NNYOXOHSBN 84 GHOKWGTUZJEAQD-ZETCQYMHBS 85 COLNVLDHVKWLRT-QMMMGPOBBC 86 DRBBFCLWYRJSJZ-UHFFFAOYAF 87 SUHOOTKUPISOBE-UHFFFAOYAT 88 ONIBWKKTOPOVIA-BYPYZUCNBZ 89 ODHCTXKNWHHXJC-VKHMYHEABY 90 LCTONWCANYUPML-UHFFFAOYAJ 91 AUNGANRZJHBGPY-SCRDCRAPBG 92 HMFHBZSHGGEWLO-SOOFDHNKBV 93 KTVPXOYAKDPRHY-AIHAYLRMBX 95 ZJUKTBDSGOFHSH-WFMPWKQPBX 97 MTCFGRXMJLQNBG-REOHCLBHBX 99 KDYFGRWQOYBRFD-UHFFFAOYAC 100 CZMRCDWAGMRECN-UGDNZRGBBE 101 XOAAWQZATWQOTB-UHFFFAOYAA 102 JPIJQSOTBSSVTP-STHAYSLIBB 103 AYFVYJQAPQTCCC-GBXIJSLDBG 104 QIVBCDIJIAJPQS-VIFPVBQEBP 105 OUYCCCASQSFEME-QMMMGPOBBZ 106 DRTQHJPVMGBUCF-XVFCMESIBG 107 XCCTYIAWTASOJW-XVFCMESIBB 108 HSCJRCZFDFQWRP-ABVWGUQPBC 109 HSCJRCZFDFQWRP-JZMIEXBBBU 112 KZSNJWFQEVHDMF-BYPYZUCNBW 113 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.